-
SPEECH: Telecommunications Interception and Access Amendment (Data Retention) Bill 2014
30 Oct 2014: The Bill contains a package of reforms to prevent the further degradation of the investigative capabilities of Australia’s law enforcement and national security agencies. The Bill will require companies providing telecommunications services in Australia - carriers and internet service providers - to keep a limited, prescribed set of telecommunications data for two years. #commsau
published: 29 Oct 2014
-
Telecommunications (Interception and Access) Amendment (Data Retention) Bill
Speaking in the House of Representatives about Data Retention.
published: 18 Mar 2015
-
Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014
published: 18 Mar 2015
-
27c3: Terrorists Win - Exploiting Telecommunications Data Retention? (en)
Speakers: Kay Hamacher, Stefan Katzenbeisser
Telecommunications data retention (TDR) has become a reality in most Western countries. Protagonists claim that the collection of massive amounts of data on the communication behavior of all individuals within a country would enable law enforcement agencies to exploit patterns in the stored data to uncover connections between suspects.
While this is obviously true for investigations after an incident happened, there is up to now no critical and sound assessment publicly available that evaluates whether TDR brings any pro-active benefits for the above mentioned, justified purposes.
In this talk we give for the first time a critical assessment of the power of TDR based on methods from information theory. To this end we have employed agent based...
published: 08 Jan 2011
-
Philip Ruddock Telecommunications Interception and Access Amendment (Data Retention) 17/03/15
Hon. Philip Ruddock MP Speaking in the house on the Data Retention Bill
published: 17 Mar 2015
-
The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014
Today in Parliament I spoke on the The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014 .I am confident that this bill returns to law enforcement agencies some of the tools they need to continue to protect the safety and wellbeing of all Australians.
published: 17 Mar 2015
-
Analytics for Telecommunications - Tableau
Discover how Tableau helps telco providers solve their biggest pain points - customer experience, innovative propositions and products, cost efficiency, and customer targeting.
Learn more about telco analytics with Tableau - https://www.tableau.com/solutions/telco-analytics/knowledge-hub
Visit https://www.tableau.com to learn more!
published: 23 Sep 2021
-
Data Retention Policy Explained I The Feed
What is the government's new data retention policy? Well... they don't seem entirely sure. But luckily Andy Park is here to give us the lowdown.
Facebook: https://www.facebook.com/SBS2Australia
Twitter: https://twitter.com/sbs2
Tumblr: http://sbs2australia.tumblr.com/
published: 07 Aug 2014
-
End to End Power BI Telecom Customer Retention Analysis
This is Telecom Customer Retention Analysis.
In which you see the following things.
•Customers who left within the last month.
• Services each customer has signed up for: phone, multiple lines, internet, online security, online backup, device protection, tech support, and streaming TV and movies.
• Customer account information: how long as a customer, contract, payment method, paperless billing, monthly charges, total charges, and a number of tickets opened in the categories administrative and technical.
• Demographic info about customers – gender, age range, and if they have partners and dependents.
Here is the link to download this file
https://www.eloquens.com/tool/9GvESgXv/startups/cohort-analysis-excel-models-and-templates/telecom-customer-retention-analysis
published: 10 Oct 2021
-
Data Governance Explained in 5 Minutes
Learn about a platform to help direct, manage and monitor AI activities → https://ibm.biz/BdPu9s
Data Governance and Privacy → https://ibm.biz/Data_Governance_and_Privacy
Building data fabric eliminates the technological complexities of data governance so users can connect to the right data at the right time, regardless of where it resides, automate the enforcement of data protection policies, and activate metadata to build data products faster for more intelligent decisions. Scott Buckles quickly explains this topic in 5 minutes.
Create Data Fabric instead of Data Silos: https://ibm.biz/Governance_and_Data_Fabric
Download a free AI ebook: https://ibm.biz/Governance_Free_AI_Ebook
Get started for free on IBM Cloud: https://ibm.biz/Governance_Free_Cloud_Account
Subscribe to see more vide...
published: 15 Jul 2022
13:49
SPEECH: Telecommunications Interception and Access Amendment (Data Retention) Bill 2014
30 Oct 2014: The Bill contains a package of reforms to prevent the further degradation of the investigative capabilities of Australia’s law enforcement and nati...
30 Oct 2014: The Bill contains a package of reforms to prevent the further degradation of the investigative capabilities of Australia’s law enforcement and national security agencies. The Bill will require companies providing telecommunications services in Australia - carriers and internet service providers - to keep a limited, prescribed set of telecommunications data for two years. #commsau
https://wn.com/Speech_Telecommunications_Interception_And_Access_Amendment_(Data_Retention)_Bill_2014
30 Oct 2014: The Bill contains a package of reforms to prevent the further degradation of the investigative capabilities of Australia’s law enforcement and national security agencies. The Bill will require companies providing telecommunications services in Australia - carriers and internet service providers - to keep a limited, prescribed set of telecommunications data for two years. #commsau
- published: 29 Oct 2014
- views: 2759
1:04:15
27c3: Terrorists Win - Exploiting Telecommunications Data Retention? (en)
Speakers: Kay Hamacher, Stefan Katzenbeisser
Telecommunications data retention (TDR) has become a reality in most Western countries. Protagonists claim that th...
Speakers: Kay Hamacher, Stefan Katzenbeisser
Telecommunications data retention (TDR) has become a reality in most Western countries. Protagonists claim that the collection of massive amounts of data on the communication behavior of all individuals within a country would enable law enforcement agencies to exploit patterns in the stored data to uncover connections between suspects.
While this is obviously true for investigations after an incident happened, there is up to now no critical and sound assessment publicly available that evaluates whether TDR brings any pro-active benefits for the above mentioned, justified purposes.
In this talk we give for the first time a critical assessment of the power of TDR based on methods from information theory. To this end we have employed agent based simulations, which mimic the communication behavior of a large community including a dark-net of alleged suspects. The structure and statistics of our telecommunication simulation, which drive the dynamics of telephone calls and simulated TDR data, were generated according to known statistics of real-world telecommunications networks.
Hiding in the unavoidable noise seems to be a passive strategy for terrorists to circumvent pro-active detection. This stems from a "needle in the haystack"-problem, that arises due to the small number of conspirators compared to the number of other participants.
In particular situations and with adopted strategies suspected terrorists might be able to eventually exploit TDR for their purposes and take an active approach to hiding in the crowd. Such TDR exploits would lower the probability of detection by law enforcement agencies and render TDR a potential security threat. Again, we use our simulations and our analysis procedure to assess this problem.
For more information visit:http://bit.ly/27c3_information
To download the video visit: http://bit.ly/27c3_videos
https://wn.com/27C3_Terrorists_Win_Exploiting_Telecommunications_Data_Retention_(En)
Speakers: Kay Hamacher, Stefan Katzenbeisser
Telecommunications data retention (TDR) has become a reality in most Western countries. Protagonists claim that the collection of massive amounts of data on the communication behavior of all individuals within a country would enable law enforcement agencies to exploit patterns in the stored data to uncover connections between suspects.
While this is obviously true for investigations after an incident happened, there is up to now no critical and sound assessment publicly available that evaluates whether TDR brings any pro-active benefits for the above mentioned, justified purposes.
In this talk we give for the first time a critical assessment of the power of TDR based on methods from information theory. To this end we have employed agent based simulations, which mimic the communication behavior of a large community including a dark-net of alleged suspects. The structure and statistics of our telecommunication simulation, which drive the dynamics of telephone calls and simulated TDR data, were generated according to known statistics of real-world telecommunications networks.
Hiding in the unavoidable noise seems to be a passive strategy for terrorists to circumvent pro-active detection. This stems from a "needle in the haystack"-problem, that arises due to the small number of conspirators compared to the number of other participants.
In particular situations and with adopted strategies suspected terrorists might be able to eventually exploit TDR for their purposes and take an active approach to hiding in the crowd. Such TDR exploits would lower the probability of detection by law enforcement agencies and render TDR a potential security threat. Again, we use our simulations and our analysis procedure to assess this problem.
For more information visit:http://bit.ly/27c3_information
To download the video visit: http://bit.ly/27c3_videos
- published: 08 Jan 2011
- views: 497
13:55
The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014
Today in Parliament I spoke on the The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014 .I am confident that this bill returns ...
Today in Parliament I spoke on the The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014 .I am confident that this bill returns to law enforcement agencies some of the tools they need to continue to protect the safety and wellbeing of all Australians.
https://wn.com/The_Telecommunications_(Interception_And_Access)_Amendment_(Data_Retention)_Bill_2014
Today in Parliament I spoke on the The Telecommunications (Interception and Access) Amendment (Data Retention) Bill 2014 .I am confident that this bill returns to law enforcement agencies some of the tools they need to continue to protect the safety and wellbeing of all Australians.
- published: 17 Mar 2015
- views: 39
1:18
Analytics for Telecommunications - Tableau
Discover how Tableau helps telco providers solve their biggest pain points - customer experience, innovative propositions and products, cost efficiency, and cus...
Discover how Tableau helps telco providers solve their biggest pain points - customer experience, innovative propositions and products, cost efficiency, and customer targeting.
Learn more about telco analytics with Tableau - https://www.tableau.com/solutions/telco-analytics/knowledge-hub
Visit https://www.tableau.com to learn more!
https://wn.com/Analytics_For_Telecommunications_Tableau
Discover how Tableau helps telco providers solve their biggest pain points - customer experience, innovative propositions and products, cost efficiency, and customer targeting.
Learn more about telco analytics with Tableau - https://www.tableau.com/solutions/telco-analytics/knowledge-hub
Visit https://www.tableau.com to learn more!
- published: 23 Sep 2021
- views: 3041
3:35
Data Retention Policy Explained I The Feed
What is the government's new data retention policy? Well... they don't seem entirely sure. But luckily Andy Park is here to give us the lowdown.
Facebook: http...
What is the government's new data retention policy? Well... they don't seem entirely sure. But luckily Andy Park is here to give us the lowdown.
Facebook: https://www.facebook.com/SBS2Australia
Twitter: https://twitter.com/sbs2
Tumblr: http://sbs2australia.tumblr.com/
https://wn.com/Data_Retention_Policy_Explained_I_The_Feed
What is the government's new data retention policy? Well... they don't seem entirely sure. But luckily Andy Park is here to give us the lowdown.
Facebook: https://www.facebook.com/SBS2Australia
Twitter: https://twitter.com/sbs2
Tumblr: http://sbs2australia.tumblr.com/
- published: 07 Aug 2014
- views: 3309
1:04
End to End Power BI Telecom Customer Retention Analysis
This is Telecom Customer Retention Analysis.
In which you see the following things.
•Customers who left within the last month.
• Services each customer has sig...
This is Telecom Customer Retention Analysis.
In which you see the following things.
•Customers who left within the last month.
• Services each customer has signed up for: phone, multiple lines, internet, online security, online backup, device protection, tech support, and streaming TV and movies.
• Customer account information: how long as a customer, contract, payment method, paperless billing, monthly charges, total charges, and a number of tickets opened in the categories administrative and technical.
• Demographic info about customers – gender, age range, and if they have partners and dependents.
Here is the link to download this file
https://www.eloquens.com/tool/9GvESgXv/startups/cohort-analysis-excel-models-and-templates/telecom-customer-retention-analysis
https://wn.com/End_To_End_Power_Bi_Telecom_Customer_Retention_Analysis
This is Telecom Customer Retention Analysis.
In which you see the following things.
•Customers who left within the last month.
• Services each customer has signed up for: phone, multiple lines, internet, online security, online backup, device protection, tech support, and streaming TV and movies.
• Customer account information: how long as a customer, contract, payment method, paperless billing, monthly charges, total charges, and a number of tickets opened in the categories administrative and technical.
• Demographic info about customers – gender, age range, and if they have partners and dependents.
Here is the link to download this file
https://www.eloquens.com/tool/9GvESgXv/startups/cohort-analysis-excel-models-and-templates/telecom-customer-retention-analysis
- published: 10 Oct 2021
- views: 3841
5:22
Data Governance Explained in 5 Minutes
Learn about a platform to help direct, manage and monitor AI activities → https://ibm.biz/BdPu9s
Data Governance and Privacy → https://ibm.biz/Data_Governance_...
Learn about a platform to help direct, manage and monitor AI activities → https://ibm.biz/BdPu9s
Data Governance and Privacy → https://ibm.biz/Data_Governance_and_Privacy
Building data fabric eliminates the technological complexities of data governance so users can connect to the right data at the right time, regardless of where it resides, automate the enforcement of data protection policies, and activate metadata to build data products faster for more intelligent decisions. Scott Buckles quickly explains this topic in 5 minutes.
Create Data Fabric instead of Data Silos: https://ibm.biz/Governance_and_Data_Fabric
Download a free AI ebook: https://ibm.biz/Governance_Free_AI_Ebook
Get started for free on IBM Cloud: https://ibm.biz/Governance_Free_Cloud_Account
Subscribe to see more videos like this in the future → http://ibm.biz/subscribe-now
#AI #Software #ITModernization #DataGovernance #lightboard #IBM #watsonx
https://wn.com/Data_Governance_Explained_In_5_Minutes
Learn about a platform to help direct, manage and monitor AI activities → https://ibm.biz/BdPu9s
Data Governance and Privacy → https://ibm.biz/Data_Governance_and_Privacy
Building data fabric eliminates the technological complexities of data governance so users can connect to the right data at the right time, regardless of where it resides, automate the enforcement of data protection policies, and activate metadata to build data products faster for more intelligent decisions. Scott Buckles quickly explains this topic in 5 minutes.
Create Data Fabric instead of Data Silos: https://ibm.biz/Governance_and_Data_Fabric
Download a free AI ebook: https://ibm.biz/Governance_Free_AI_Ebook
Get started for free on IBM Cloud: https://ibm.biz/Governance_Free_Cloud_Account
Subscribe to see more videos like this in the future → http://ibm.biz/subscribe-now
#AI #Software #ITModernization #DataGovernance #lightboard #IBM #watsonx
- published: 15 Jul 2022
- views: 212898
-
Entity Disambiguation and Structured Data Extraction
Access Innovations' Bob Kasenchak explains how to disambiguate duplicate named entities in data extraction and conversion in this clip from his presentation at Data Summit 2019.
published: 06 Jan 2020
-
Disambiguation – Linking Data Science and Engineering | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as a...
published: 07 Jan 2021
-
Disambiguation of Data Mesh, Fabric, Centric, Driven, and Everything!
Dan DeMers, CEO and Co-Founder of Cinchy, and Dave McComb, President of Semantic Arts and Best-Selling Author to break down the ambiguity of six data systems and products you’ve likely heard of but want to understand the difference
published: 19 Mar 2021
-
KGC 2022: KG-Based Approach to Named Entity Disambiguation for Healthcare Applications — GraphAware
Senior Data Scientist at GraphAware, Giuseppe Futia, shows how to leverage a Named Entity Disambiguation (NED) system to disambiguate named entities in the healthcare domain and combine multiple knowledge graphs and ontologies in a single valuable source of truth.
The approach incorporates node embeddings into the NED model, employing the KG structure for the training process.
The tool can support different healthcare applications, including literature search and retrieval, clinical decision-making, relational knowledge findings, chatbots for health assistance, and recommendation tools for patients and medical practitioners.
Giuseppe Futia holds a Ph.D. in Computer Engineering from the Politecnico di Torino, where he explored Graph Representation Learning techniques to support the auto...
published: 03 Nov 2022
-
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
https://okokprojects.com/
IEEE PROJECTS 2024-2025 TITLE LIST
WhatsApp : +91-8144199666
From Our Title List the Cost will be,
Mail Us: [email protected]
Website: : https://www.okokprojects.com
From Our Title List the Cost will be,
Python=4000/-
Android Project =5000/-
Php Project =4000/-
Matlab Project =4000/-
NS2 Project =4500/-
Big Data =4000 /-
Mininet=7000/-
Dot Net Project =3000/-
Java Project=3000/-
Support Including Packages
=======================
* Complete Source Code
* Complete Documentation
* Complete Presentation Slides
* Flow Diagram
* Database File
* Screenshots
* Execution Procedure
* Video Tutorials
* Supporting Softwares
Support Specialization
==================...
published: 09 Nov 2024
-
ApplyAI Hands-on in NLP: Word Disambiguation and Automatic Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
published: 09 May 2020
-
DomainNet: Homograph Detection for Data Lake Disambiguation
Talk recorded for EDBT 2021
Develops a method to detect homographs (i.e. data values with multiple meanings) in data lakes
Group web page:
https://db.khoury.northeastern.edu
EDBT 2021 paper:
https://northeastern-datalab.github.io/table-as-query/download/EDBT21-DomainNet-Homograph-Detection.pdf
published: 16 Mar 2021
-
Episode 9: Disambiguation of Data Products: Examining Different Viewpoints
In this video, we delve into the world of data products and the need for disambiguation. With many different definitions floating around and a lack of standardization, it can be difficult to fully understand what a data product is and how it can be utilized. We examine three different viewpoints on data products, including the business perspective, the technical perspective, and the user perspective. By the end of the video, we come to a conclusion on what a data product truly is and how it can be effectively utilized in today's data-driven world. Whether you're a business owner, a data analyst, or simply someone interested in the world of data, this video is sure to provide valuable insights and information.
published: 22 Jul 2024
-
Data-centric disambiguation for data transformation with programming-by-example
Data-centric disambiguation for data transformation with programming-by-example
Minori Narita, Nolwenn Maudet, Yi Lu, Takeo Igarashi
26th ACM International Conference on Intelligent User Interfaces (IUI '21)
Session: AI in Education & Intelligent Tutoring System
Abstract
Programming-by-example (PBE), can be a powerful tool to reduce manual work in repetitive data transformation tasks. However, few examples often leave ambiguity and may cause undesirable data transformation by the system. This ambiguity can be resolved by allowing the user to directly edit the synthesized programs; however, this is difficult for non-programmers. Here, we present a novel approach: data-centric disambiguation for data transformation, where users resolve the ambiguity in data transformation by examining and ...
published: 29 Apr 2021
-
Disambiguation Podcast Automation and AI for Data Management
When it comes to AI it starts with the data. On this week's episode of Disambiguation we take a look at automation and AI for data management with Gaurav Pathak, Vice President of Product Management for AI Initiatives and Metadata at Informatica. Our discussion includes Informatica's offerings Claire and ClaireGPT, the role of automation and AI in democratizing data for end users, and virtual data assistants for data teams and business users.
published: 03 Nov 2023
-
A Visual Analytics Approach to Author Name Disambiguation
Title: A Visual Analytics Approach to Author Name Disambiguation
published: 11 Oct 2016
-
Entity Disambiguation with Extreme Multi label Ranking
Jyun-Yu Jiang, Amazon Search, Palo Alto, USA
published: 23 Jul 2024
-
NWDS Talk - Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, w...
published: 12 Feb 2021
-
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data - Hila Gonen
published: 04 Jul 2017
5:47
Entity Disambiguation and Structured Data Extraction
Access Innovations' Bob Kasenchak explains how to disambiguate duplicate named entities in data extraction and conversion in this clip from his presentation at ...
Access Innovations' Bob Kasenchak explains how to disambiguate duplicate named entities in data extraction and conversion in this clip from his presentation at Data Summit 2019.
https://wn.com/Entity_Disambiguation_And_Structured_Data_Extraction
Access Innovations' Bob Kasenchak explains how to disambiguate duplicate named entities in data extraction and conversion in this clip from his presentation at Data Summit 2019.
- published: 06 Jan 2020
- views: 298
29:09
Disambiguation – Linking Data Science and Engineering | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021...
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
https://wn.com/Disambiguation_–_Linking_Data_Science_And_Engineering_|_Nlp_Summit_2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
- published: 07 Jan 2021
- views: 539
1:01:29
Disambiguation of Data Mesh, Fabric, Centric, Driven, and Everything!
Dan DeMers, CEO and Co-Founder of Cinchy, and Dave McComb, President of Semantic Arts and Best-Selling Author to break down the ambiguity of six data systems an...
Dan DeMers, CEO and Co-Founder of Cinchy, and Dave McComb, President of Semantic Arts and Best-Selling Author to break down the ambiguity of six data systems and products you’ve likely heard of but want to understand the difference
https://wn.com/Disambiguation_Of_Data_Mesh,_Fabric,_Centric,_Driven,_And_Everything
Dan DeMers, CEO and Co-Founder of Cinchy, and Dave McComb, President of Semantic Arts and Best-Selling Author to break down the ambiguity of six data systems and products you’ve likely heard of but want to understand the difference
- published: 19 Mar 2021
- views: 1130
24:46
KGC 2022: KG-Based Approach to Named Entity Disambiguation for Healthcare Applications — GraphAware
Senior Data Scientist at GraphAware, Giuseppe Futia, shows how to leverage a Named Entity Disambiguation (NED) system to disambiguate named entities in the heal...
Senior Data Scientist at GraphAware, Giuseppe Futia, shows how to leverage a Named Entity Disambiguation (NED) system to disambiguate named entities in the healthcare domain and combine multiple knowledge graphs and ontologies in a single valuable source of truth.
The approach incorporates node embeddings into the NED model, employing the KG structure for the training process.
The tool can support different healthcare applications, including literature search and retrieval, clinical decision-making, relational knowledge findings, chatbots for health assistance, and recommendation tools for patients and medical practitioners.
Giuseppe Futia holds a Ph.D. in Computer Engineering from the Politecnico di Torino, where he explored Graph Representation Learning techniques to support the automatic building of Knowledge Graphs.
The 5 key takeaways:
1. The components and requirements of the Intelligent Advisory Systems (IAS).
2. How they use Hume, the Neo4j-backed no-code knowledge graph ecosystem.
3. Delving into diabetes real-life use cases and linking to the Unified Medical Language System.
4. How GraphAware utilizes ontology-based enrichment for their knowledge graph-based approach.
5. The cooperation of NED candidates selections and NED candidates ranking.
#biotechnology #lifescience #technology
https://wn.com/Kgc_2022_Kg_Based_Approach_To_Named_Entity_Disambiguation_For_Healthcare_Applications_—_Graphaware
Senior Data Scientist at GraphAware, Giuseppe Futia, shows how to leverage a Named Entity Disambiguation (NED) system to disambiguate named entities in the healthcare domain and combine multiple knowledge graphs and ontologies in a single valuable source of truth.
The approach incorporates node embeddings into the NED model, employing the KG structure for the training process.
The tool can support different healthcare applications, including literature search and retrieval, clinical decision-making, relational knowledge findings, chatbots for health assistance, and recommendation tools for patients and medical practitioners.
Giuseppe Futia holds a Ph.D. in Computer Engineering from the Politecnico di Torino, where he explored Graph Representation Learning techniques to support the automatic building of Knowledge Graphs.
The 5 key takeaways:
1. The components and requirements of the Intelligent Advisory Systems (IAS).
2. How they use Hume, the Neo4j-backed no-code knowledge graph ecosystem.
3. Delving into diabetes real-life use cases and linking to the Unified Medical Language System.
4. How GraphAware utilizes ontology-based enrichment for their knowledge graph-based approach.
5. The cooperation of NED candidates selections and NED candidates ranking.
#biotechnology #lifescience #technology
- published: 03 Nov 2022
- views: 389
0:52
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
https://okokprojects.com/
IEEE PROJECTS 2024-2025 TITLE LIS...
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
https://okokprojects.com/
IEEE PROJECTS 2024-2025 TITLE LIST
WhatsApp : +91-8144199666
From Our Title List the Cost will be,
Mail Us:
[email protected]
Website: : https://www.okokprojects.com
From Our Title List the Cost will be,
Python=4000/-
Android Project =5000/-
Php Project =4000/-
Matlab Project =4000/-
NS2 Project =4500/-
Big Data =4000 /-
Mininet=7000/-
Dot Net Project =3000/-
Java Project=3000/-
Support Including Packages
=======================
* Complete Source Code
* Complete Documentation
* Complete Presentation Slides
* Flow Diagram
* Database File
* Screenshots
* Execution Procedure
* Video Tutorials
* Supporting Softwares
Support Specialization
=======================
* 24/7 Support
* Ticketing System
* Voice Conference
* Video On Demand
* Remote Connectivity
* Document Customization
* Live Chat Support
https://wn.com/From_Data_To_Optimization_Data_Free_Deep_Incremental_Hashing_With_Data_Disambiguation_And_Adaptive_P
From Data to Optimization Data Free Deep Incremental Hashing With Data Disambiguation and Adaptive P
https://okokprojects.com/
IEEE PROJECTS 2024-2025 TITLE LIST
WhatsApp : +91-8144199666
From Our Title List the Cost will be,
Mail Us:
[email protected]
Website: : https://www.okokprojects.com
From Our Title List the Cost will be,
Python=4000/-
Android Project =5000/-
Php Project =4000/-
Matlab Project =4000/-
NS2 Project =4500/-
Big Data =4000 /-
Mininet=7000/-
Dot Net Project =3000/-
Java Project=3000/-
Support Including Packages
=======================
* Complete Source Code
* Complete Documentation
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* Flow Diagram
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- published: 09 Nov 2024
- views: 0
2:24:42
ApplyAI Hands-on in NLP: Word Disambiguation and Automatic Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
https://wn.com/Applyai_Hands_On_In_Nlp_Word_Disambiguation_And_Automatic_Summarization
You can find the Google Drive folder with the notebooks here: https://drive.google.com/drive/folders/1paIso1fqasLblXgjvkzOwEns4cO81ipc
- published: 09 May 2020
- views: 1382
10:16
DomainNet: Homograph Detection for Data Lake Disambiguation
Talk recorded for EDBT 2021
Develops a method to detect homographs (i.e. data values with multiple meanings) in data lakes
Group web page:
https://db.khoury.n...
Talk recorded for EDBT 2021
Develops a method to detect homographs (i.e. data values with multiple meanings) in data lakes
Group web page:
https://db.khoury.northeastern.edu
EDBT 2021 paper:
https://northeastern-datalab.github.io/table-as-query/download/EDBT21-DomainNet-Homograph-Detection.pdf
https://wn.com/Domainnet_Homograph_Detection_For_Data_Lake_Disambiguation
Talk recorded for EDBT 2021
Develops a method to detect homographs (i.e. data values with multiple meanings) in data lakes
Group web page:
https://db.khoury.northeastern.edu
EDBT 2021 paper:
https://northeastern-datalab.github.io/table-as-query/download/EDBT21-DomainNet-Homograph-Detection.pdf
- published: 16 Mar 2021
- views: 155
17:12
Episode 9: Disambiguation of Data Products: Examining Different Viewpoints
In this video, we delve into the world of data products and the need for disambiguation. With many different definitions floating around and a lack of standardi...
In this video, we delve into the world of data products and the need for disambiguation. With many different definitions floating around and a lack of standardization, it can be difficult to fully understand what a data product is and how it can be utilized. We examine three different viewpoints on data products, including the business perspective, the technical perspective, and the user perspective. By the end of the video, we come to a conclusion on what a data product truly is and how it can be effectively utilized in today's data-driven world. Whether you're a business owner, a data analyst, or simply someone interested in the world of data, this video is sure to provide valuable insights and information.
https://wn.com/Episode_9_Disambiguation_Of_Data_Products_Examining_Different_Viewpoints
In this video, we delve into the world of data products and the need for disambiguation. With many different definitions floating around and a lack of standardization, it can be difficult to fully understand what a data product is and how it can be utilized. We examine three different viewpoints on data products, including the business perspective, the technical perspective, and the user perspective. By the end of the video, we come to a conclusion on what a data product truly is and how it can be effectively utilized in today's data-driven world. Whether you're a business owner, a data analyst, or simply someone interested in the world of data, this video is sure to provide valuable insights and information.
- published: 22 Jul 2024
- views: 701
9:52
Data-centric disambiguation for data transformation with programming-by-example
Data-centric disambiguation for data transformation with programming-by-example
Minori Narita, Nolwenn Maudet, Yi Lu, Takeo Igarashi
26th ACM International Con...
Data-centric disambiguation for data transformation with programming-by-example
Minori Narita, Nolwenn Maudet, Yi Lu, Takeo Igarashi
26th ACM International Conference on Intelligent User Interfaces (IUI '21)
Session: AI in Education & Intelligent Tutoring System
Abstract
Programming-by-example (PBE), can be a powerful tool to reduce manual work in repetitive data transformation tasks. However, few examples often leave ambiguity and may cause undesirable data transformation by the system. This ambiguity can be resolved by allowing the user to directly edit the synthesized programs; however, this is difficult for non-programmers. Here, we present a novel approach: data-centric disambiguation for data transformation, where users resolve the ambiguity in data transformation by examining and modifying the output rather than the program. The key idea is to focus on the given set of data the user wants to transform instead of pursuing the synthesized program’s generality or completeness. Our system provides visualization and interaction methods that allow users to efficiently examine and fix the transformed outputs, which is much simpler than understanding and modifying the program itself. The user study suggests that our system can successfully help non-programmers to more easily and efficiently process data.
DOI:: https://doi.org/10.1145/3397481.3450680
WEB:: https://iui.acm.org/2021
Pre-recorded presentation videos for IUI 2021.
https://wn.com/Data_Centric_Disambiguation_For_Data_Transformation_With_Programming_By_Example
Data-centric disambiguation for data transformation with programming-by-example
Minori Narita, Nolwenn Maudet, Yi Lu, Takeo Igarashi
26th ACM International Conference on Intelligent User Interfaces (IUI '21)
Session: AI in Education & Intelligent Tutoring System
Abstract
Programming-by-example (PBE), can be a powerful tool to reduce manual work in repetitive data transformation tasks. However, few examples often leave ambiguity and may cause undesirable data transformation by the system. This ambiguity can be resolved by allowing the user to directly edit the synthesized programs; however, this is difficult for non-programmers. Here, we present a novel approach: data-centric disambiguation for data transformation, where users resolve the ambiguity in data transformation by examining and modifying the output rather than the program. The key idea is to focus on the given set of data the user wants to transform instead of pursuing the synthesized program’s generality or completeness. Our system provides visualization and interaction methods that allow users to efficiently examine and fix the transformed outputs, which is much simpler than understanding and modifying the program itself. The user study suggests that our system can successfully help non-programmers to more easily and efficiently process data.
DOI:: https://doi.org/10.1145/3397481.3450680
WEB:: https://iui.acm.org/2021
Pre-recorded presentation videos for IUI 2021.
- published: 29 Apr 2021
- views: 63
36:12
Disambiguation Podcast Automation and AI for Data Management
When it comes to AI it starts with the data. On this week's episode of Disambiguation we take a look at automation and AI for data management with Gaurav Pathak...
When it comes to AI it starts with the data. On this week's episode of Disambiguation we take a look at automation and AI for data management with Gaurav Pathak, Vice President of Product Management for AI Initiatives and Metadata at Informatica. Our discussion includes Informatica's offerings Claire and ClaireGPT, the role of automation and AI in democratizing data for end users, and virtual data assistants for data teams and business users.
https://wn.com/Disambiguation_Podcast_Automation_And_Ai_For_Data_Management
When it comes to AI it starts with the data. On this week's episode of Disambiguation we take a look at automation and AI for data management with Gaurav Pathak, Vice President of Product Management for AI Initiatives and Metadata at Informatica. Our discussion includes Informatica's offerings Claire and ClaireGPT, the role of automation and AI in democratizing data for end users, and virtual data assistants for data teams and business users.
- published: 03 Nov 2023
- views: 155
1:02:06
NWDS Talk - Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguatio...
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, we'll show how to succeed on the tail by reasoning over structured data. We demonstrate that Bootleg matches or exceeds state-of-the-art performance on three NED benchmarks and that the learned representations from Bootleg demonstrate up to 8% performance lift in a production task. Finally, we observe that embeddings from self-supervised models like Bootleg are increasingly being served to downstream applications, creating an embedding ecosystem. We initiate the study of the data management challenges associated with this ecosystem.
https://wn.com/Nwds_Talk_Bootleg_Chasing_The_Tail_With_Self_Supervised_Named_Entity_Disambiguation
Presented by Laurel Orr
See more Northwest Database Society talks here:
http://db.cs.washington.edu/nwds/nwds.html
Abstract:
Named Entity Disambiguation (NED) is the task of mapping textual mentions to entities in a database. A key challenge in NED is generalizing to rarely seen entities, termed tail entities. Traditional NED systems use hand-tuned features to improve tail generalization, but these features make the system challenging to deploy and maintain. In 2018, a subset of the authors built and deployed a self-supervised NED system at a major technology company, which improved performance over its hand-tuned predecessor. Motivated to understand the core reasons for this improvement, we introduce Bootleg, a clean-slate, open-source, self-supervised NED system. In this talk, we'll show how to succeed on the tail by reasoning over structured data. We demonstrate that Bootleg matches or exceeds state-of-the-art performance on three NED benchmarks and that the learned representations from Bootleg demonstrate up to 8% performance lift in a production task. Finally, we observe that embeddings from self-supervised models like Bootleg are increasingly being served to downstream applications, creating an embedding ecosystem. We initiate the study of the data management challenges associated with this ecosystem.
- published: 12 Feb 2021
- views: 121
-
What is drug addiction treatment act - 24/7 Addiction Helpline Call 1(800)-615-1067
https://addictiontreatments101.com
What is drug addiction treatment act?
Drug rehab is a very sobering experience and can be very beneficial at getting individuals back on track and aiming toward recovery the sobering truth is that many individuals will fail post drug rehab and will relapse back into their use of drugs or alcohol. https://addictiontreatments101.com/
Call our 24/7 Addiction helpline
1(800)615-1067
Visit our Website
https://addictiontreatments101.com/
SOCIAL:
Twitter ► https://twitter.com/drug_center
Facebook ► https://www.facebook.com/drugaddictionscenter
If you or a loved one are looking for help with substance abuse.
Call our 24/7 Helpline at 1(800)615-1067
Addiction Center is your online source for addiction treatment and drug rehab FAQ that provides awareness and e...
published: 24 Mar 2017
-
Mechanism of Drug Addiction in the Brain, Animation.
This video is available for instant download licensing on AlilaMedicalMedia(dot)com
©Alila Medical Media. All rights reserved.
All images/videos by Alila Medical Media are for information purposes ONLY and are NOT intended to replace professional medical advice, diagnosis or treatment. Always seek the advice of a qualified healthcare provider with any questions you may have regarding a medical condition.
Addiction is a neurological disorder that affects the reward system in the brain. In a healthy person, the reward system reinforces important behaviors that are essential for survival such as eating, drinking, sex, and social interaction. For example, the reward system ensures that you reach for food when you are hungry, because you know that after eating you will feel good. In other wor...
published: 11 Sep 2014
-
Substance Use Treatment
Stopping substance use alone is very hard, and can even be dangerous. Understand the types of assistance available.
#SubstanceUse #MentalHealth #SubstanceUseTreatment
-
Follow and subscribe to Psych Hub:
https://www.facebook.com/PsychHubEd/
https://twitter.com/psychhub
https://www.instagram.com/psychhubeducation/
https://www.linkedin.com/company/psychhubeducation/
Learning about mental health is crucial for us all to imagine a better future for everyone. Psych Hub's Mental Health Ally Certification learning hubs will help you become an important steward of your wellbeing and that of your loved ones. Start learning here: www.psychhub.com
-
Psych Hub is an educational service, and the information in this video is not a substitute for professional advice, diagnosis, or treatment. If y...
published: 23 May 2019
-
Alternative heroin addiction treatment
A ground breaking study suggests instead of giving heroin addicts methadone or prescription-heroin, some could be treated with a much more accessible pain medication.
»»» Subscribe to The National to watch more videos here: https://www.youtube.com/user/CBCTheNational?sub_confirmation=1
Voice Your Opinion & Connect With Us Online:
The National Updates on Facebook: https://www.facebook.com/thenational
The National Updates on Twitter: https://twitter.com/CBCTheNational
The National Updates on Google+: https://plus.google.com/+CBCTheNational
»»» »»» »»» »»» »»»
The National is CBC Television's flagship news program. Airing seven days a week, the show delivers news, feature documentaries and analysis from some of Canada's leading journalists.
published: 07 Apr 2016
-
Drug addiction treatment divides opinions
Deaths and complications are contrasted with personal stories of success as debate surrounds the use of naltrexone implants in treating drug addiction. See more from 7.30 at http://www.abc.net.au/7.30
published: 22 Oct 2012
-
Mainstreaming Addiction Act eliminating an X-Waiver needed to perscribe Bupre-Norphine
Read more: https://newspressnow.com
published: 01 Mar 2023
-
Federal bill would make live-saving opioid addiction treatment easier to prescribe
published: 24 Jun 2019
-
Intervention: How to Talk to a Family Member with an Addiction Part 1
https://americanaddictioncenters.org/recovery-is-possible
American Addiction Centers Interventionist Robert Phillips offers up advice on starting the conversation with a loved one about drug or alcohol abuse. Finding a place to start is often the hardest thing to do when confronting a loved one, but preparing yourself with answers is a great way to begin.
If you or a loved one is struggling with addiction, please call 866-244-1070
Connect with Us:
Website: https://americanaddictioncenters.org
Phone: 866-244-1070
Facebook: https://www.facebook.com/AmericanAddictionCenters
Twitter: https://twitter.com/AAC_Tweet
LinkedIn: https://www.linkedin.com/company/american-addiction-centers
Instagram: https://www.instagram.com/americanaddictioncenters
YouTube: https://www.youtube.com/c/AmericanAddic...
published: 09 Jan 2018
-
Expert's Secret to Using Energy Work for Addiction
DESCRIPTION
Of course Buddhist mantras and hands-on healing (emphasizing the first three and seventh chakras) could be helpful, but just as Hillary Clinton insisted that "It Takes a Village to Raise a Child" likewise no stone should remain unturned in the pursuit of sobriety. So yes, see a lama, but also confer with MDs who specialize in addiction, as well as neuro-psychologists and MDs who are experts in lifestyle medicine.
MEDITATION and PHILOSOPHY livestream (practical, geeky, and fun) 1 - 2 times daily (health permitting) - https://www.youtube.com/@lamajigmeg/videos?view=2&sort=dd&live_view=502&shelf_id=0
CHAPTERS
0:00:00 - LESSON - Expert's Secret to Using Energy Work for Addiction
0:11:18 - meet Lama Jigme Gyatso
0:11:46 - Chants, Explanations, Contemplations, MANTRA meditations,...
published: 22 Jul 2024
-
The WORST Case of Drug Addiction in the World!😳 #shorts
published: 24 May 2023
1:30
What is drug addiction treatment act - 24/7 Addiction Helpline Call 1(800)-615-1067
https://addictiontreatments101.com
What is drug addiction treatment act?
Drug rehab is a very sobering experience and can be very beneficial at getting individu...
https://addictiontreatments101.com
What is drug addiction treatment act?
Drug rehab is a very sobering experience and can be very beneficial at getting individuals back on track and aiming toward recovery the sobering truth is that many individuals will fail post drug rehab and will relapse back into their use of drugs or alcohol. https://addictiontreatments101.com/
Call our 24/7 Addiction helpline
1(800)615-1067
Visit our Website
https://addictiontreatments101.com/
SOCIAL:
Twitter ► https://twitter.com/drug_center
Facebook ► https://www.facebook.com/drugaddictionscenter
If you or a loved one are looking for help with substance abuse.
Call our 24/7 Helpline at 1(800)615-1067
Addiction Center is your online source for addiction treatment and drug rehab FAQ that provides awareness and education on addiction and rehab centers. We help reduce the harmful effects of drug abuse by sharing quality videos that educate in proper harm reduction and successful drug addiction treatments.
Subscribe to Drug Addictions Center
► https://www.youtube.com/channel/UCRO67vJS0M0pXZC-_xhsqSw https://youtu.be/MWEVrOTxwmo
https://wn.com/What_Is_Drug_Addiction_Treatment_Act_24_7_Addiction_Helpline_Call_1(800)_615_1067
https://addictiontreatments101.com
What is drug addiction treatment act?
Drug rehab is a very sobering experience and can be very beneficial at getting individuals back on track and aiming toward recovery the sobering truth is that many individuals will fail post drug rehab and will relapse back into their use of drugs or alcohol. https://addictiontreatments101.com/
Call our 24/7 Addiction helpline
1(800)615-1067
Visit our Website
https://addictiontreatments101.com/
SOCIAL:
Twitter ► https://twitter.com/drug_center
Facebook ► https://www.facebook.com/drugaddictionscenter
If you or a loved one are looking for help with substance abuse.
Call our 24/7 Helpline at 1(800)615-1067
Addiction Center is your online source for addiction treatment and drug rehab FAQ that provides awareness and education on addiction and rehab centers. We help reduce the harmful effects of drug abuse by sharing quality videos that educate in proper harm reduction and successful drug addiction treatments.
Subscribe to Drug Addictions Center
► https://www.youtube.com/channel/UCRO67vJS0M0pXZC-_xhsqSw https://youtu.be/MWEVrOTxwmo
- published: 24 Mar 2017
- views: 190
4:15
Mechanism of Drug Addiction in the Brain, Animation.
This video is available for instant download licensing on AlilaMedicalMedia(dot)com
©Alila Medical Media. All rights reserved.
All images/videos by Alila Medic...
This video is available for instant download licensing on AlilaMedicalMedia(dot)com
©Alila Medical Media. All rights reserved.
All images/videos by Alila Medical Media are for information purposes ONLY and are NOT intended to replace professional medical advice, diagnosis or treatment. Always seek the advice of a qualified healthcare provider with any questions you may have regarding a medical condition.
Addiction is a neurological disorder that affects the reward system in the brain. In a healthy person, the reward system reinforces important behaviors that are essential for survival such as eating, drinking, sex, and social interaction. For example, the reward system ensures that you reach for food when you are hungry, because you know that after eating you will feel good. In other words, it makes the activity of eating pleasurable and memorable, so you would want to do it again and again whenever you feel hungry. Drugs of abuse hijack this system, turning the person’s natural needs into drug needs.
The brain consists of billions of neurons, or nerve cells, which communicate via chemical messages, or neurotransmitters. When a neuron is sufficiently stimulated, an electrical impulse called an action potential is generated and travels down the axon to the nerve terminal. Here, it triggers the release of a neurotransmitter into the synaptic cleft - a space between neurons. The neurotransmitter then binds to a receptor on a neighboring neuron, generating a signal in it, thereby transmitting the information to that neuron.
The major reward pathways involve transmission of the neurotransmitter dopamine from the ventral tegmental area – the VTA - of the midbrain to the limbic system and the frontal cortex. Engaging in enjoyable activities generates action potentials in dopamine-producing neurons of the VTA. This causes dopamine release from the neurons into the synaptic space. Dopamine then binds to and stimulates dopamine-receptor on the receiving neuron. This stimulation by dopamine is believed to produce the pleasurable feelings or rewarding effect. Dopamine molecules are then removed from the synaptic space and transported back in to the transmitting neuron by a special protein called dopamine-transporter.
Most drugs of abuse increase the level of dopamine in the reward pathway. Some drugs such as alcohol, heroin, and nicotine indirectly excite the dopamine-producing neurons in the VTA so that they generate more action potentials. Cocaine acts at the nerve terminal. It binds to dopamine-transporter and blocks the re-uptake of dopamine. Methamphetamine – a psychostimulant – acts similarly to cocaine in blocking dopamine removal. In addition, it can enter the neuron, into the dopamine-containing vesicles where it triggers dopamine release even in the absence of action potentials.
Different drugs act different way but the common outcome is that dopamine builds-up in the synapse to a much greater amount than normal. This causes a continuous stimulation, maybe over-stimulation of receiving neurons and is responsible for prolonged and intense euphoria experienced by drug users. Repeated exposure to dopamine surges caused by drugs eventually de-sensitizes the reward system. The system is no longer responsive to everyday stimuli; the only thing that is rewarding is the drug. That is how drugs change the person’s life priority. After some time, even the drug loses its ability to reward and higher doses are required to achieve the rewarding effect. This ultimately leads to drug overdose.
https://wn.com/Mechanism_Of_Drug_Addiction_In_The_Brain,_Animation.
This video is available for instant download licensing on AlilaMedicalMedia(dot)com
©Alila Medical Media. All rights reserved.
All images/videos by Alila Medical Media are for information purposes ONLY and are NOT intended to replace professional medical advice, diagnosis or treatment. Always seek the advice of a qualified healthcare provider with any questions you may have regarding a medical condition.
Addiction is a neurological disorder that affects the reward system in the brain. In a healthy person, the reward system reinforces important behaviors that are essential for survival such as eating, drinking, sex, and social interaction. For example, the reward system ensures that you reach for food when you are hungry, because you know that after eating you will feel good. In other words, it makes the activity of eating pleasurable and memorable, so you would want to do it again and again whenever you feel hungry. Drugs of abuse hijack this system, turning the person’s natural needs into drug needs.
The brain consists of billions of neurons, or nerve cells, which communicate via chemical messages, or neurotransmitters. When a neuron is sufficiently stimulated, an electrical impulse called an action potential is generated and travels down the axon to the nerve terminal. Here, it triggers the release of a neurotransmitter into the synaptic cleft - a space between neurons. The neurotransmitter then binds to a receptor on a neighboring neuron, generating a signal in it, thereby transmitting the information to that neuron.
The major reward pathways involve transmission of the neurotransmitter dopamine from the ventral tegmental area – the VTA - of the midbrain to the limbic system and the frontal cortex. Engaging in enjoyable activities generates action potentials in dopamine-producing neurons of the VTA. This causes dopamine release from the neurons into the synaptic space. Dopamine then binds to and stimulates dopamine-receptor on the receiving neuron. This stimulation by dopamine is believed to produce the pleasurable feelings or rewarding effect. Dopamine molecules are then removed from the synaptic space and transported back in to the transmitting neuron by a special protein called dopamine-transporter.
Most drugs of abuse increase the level of dopamine in the reward pathway. Some drugs such as alcohol, heroin, and nicotine indirectly excite the dopamine-producing neurons in the VTA so that they generate more action potentials. Cocaine acts at the nerve terminal. It binds to dopamine-transporter and blocks the re-uptake of dopamine. Methamphetamine – a psychostimulant – acts similarly to cocaine in blocking dopamine removal. In addition, it can enter the neuron, into the dopamine-containing vesicles where it triggers dopamine release even in the absence of action potentials.
Different drugs act different way but the common outcome is that dopamine builds-up in the synapse to a much greater amount than normal. This causes a continuous stimulation, maybe over-stimulation of receiving neurons and is responsible for prolonged and intense euphoria experienced by drug users. Repeated exposure to dopamine surges caused by drugs eventually de-sensitizes the reward system. The system is no longer responsive to everyday stimuli; the only thing that is rewarding is the drug. That is how drugs change the person’s life priority. After some time, even the drug loses its ability to reward and higher doses are required to achieve the rewarding effect. This ultimately leads to drug overdose.
- published: 11 Sep 2014
- views: 1616563
3:48
Substance Use Treatment
Stopping substance use alone is very hard, and can even be dangerous. Understand the types of assistance available.
#SubstanceUse #MentalHealth #SubstanceUseTr...
Stopping substance use alone is very hard, and can even be dangerous. Understand the types of assistance available.
#SubstanceUse #MentalHealth #SubstanceUseTreatment
-
Follow and subscribe to Psych Hub:
https://www.facebook.com/PsychHubEd/
https://twitter.com/psychhub
https://www.instagram.com/psychhubeducation/
https://www.linkedin.com/company/psychhubeducation/
Learning about mental health is crucial for us all to imagine a better future for everyone. Psych Hub's Mental Health Ally Certification learning hubs will help you become an important steward of your wellbeing and that of your loved ones. Start learning here: www.psychhub.com
-
Psych Hub is an educational service, and the information in this video is not a substitute for professional advice, diagnosis, or treatment. If you or someone you know are experiencing what you believe are mental health symptoms, please consult with a trained medical professional or a licensed mental health provider. We recommend consulting with a licensed behavioral health provider before trying any of the strategies mentioned in our materials.
If you or someone you know is in immediate danger, please call 911. For information on how to find support and treatment, and hotlines for specific issues and audiences, visit PsychHub.com/Hotline.
If you or someone you know are having thoughts of suicide or self-harm or are experiencing a mental health crisis, please call a national 24/7 hotline. For United States residents, those are:
National Suicide Prevention Lifeline
For anyone experiencing a mental health crisis.
AVAILABILITY: 24/7/365
PHONE NUMBERS:
Primary line: 1-800-273-8255
Ayuda en Español: 1-888-628-9454
Video relay service: 800-273-8255
TTY: 800-799-4889
Voice/Caption Phone: 800-273-8255
ONLINE CHAT: suicidepreventionlifeline.org/chat/
WEBSITE: suicidepreventionlifeline.org/
Crisis Text Line
For anyone experiencing a mental health crisis.
AVAILABILITY: 24/7/365
TEXT NUMBER:
US & Canada: Text HOME to 741741
UK: Text 85258
Ireland: Text 086 1800 280
WEBSITE: crisistextline.org
© 2021 Psych Hub, LLC. All Rights Reserved.
https://wn.com/Substance_Use_Treatment
Stopping substance use alone is very hard, and can even be dangerous. Understand the types of assistance available.
#SubstanceUse #MentalHealth #SubstanceUseTreatment
-
Follow and subscribe to Psych Hub:
https://www.facebook.com/PsychHubEd/
https://twitter.com/psychhub
https://www.instagram.com/psychhubeducation/
https://www.linkedin.com/company/psychhubeducation/
Learning about mental health is crucial for us all to imagine a better future for everyone. Psych Hub's Mental Health Ally Certification learning hubs will help you become an important steward of your wellbeing and that of your loved ones. Start learning here: www.psychhub.com
-
Psych Hub is an educational service, and the information in this video is not a substitute for professional advice, diagnosis, or treatment. If you or someone you know are experiencing what you believe are mental health symptoms, please consult with a trained medical professional or a licensed mental health provider. We recommend consulting with a licensed behavioral health provider before trying any of the strategies mentioned in our materials.
If you or someone you know is in immediate danger, please call 911. For information on how to find support and treatment, and hotlines for specific issues and audiences, visit PsychHub.com/Hotline.
If you or someone you know are having thoughts of suicide or self-harm or are experiencing a mental health crisis, please call a national 24/7 hotline. For United States residents, those are:
National Suicide Prevention Lifeline
For anyone experiencing a mental health crisis.
AVAILABILITY: 24/7/365
PHONE NUMBERS:
Primary line: 1-800-273-8255
Ayuda en Español: 1-888-628-9454
Video relay service: 800-273-8255
TTY: 800-799-4889
Voice/Caption Phone: 800-273-8255
ONLINE CHAT: suicidepreventionlifeline.org/chat/
WEBSITE: suicidepreventionlifeline.org/
Crisis Text Line
For anyone experiencing a mental health crisis.
AVAILABILITY: 24/7/365
TEXT NUMBER:
US & Canada: Text HOME to 741741
UK: Text 85258
Ireland: Text 086 1800 280
WEBSITE: crisistextline.org
© 2021 Psych Hub, LLC. All Rights Reserved.
- published: 23 May 2019
- views: 70528
2:12
Alternative heroin addiction treatment
A ground breaking study suggests instead of giving heroin addicts methadone or prescription-heroin, some could be treated with a much more accessible pain medic...
A ground breaking study suggests instead of giving heroin addicts methadone or prescription-heroin, some could be treated with a much more accessible pain medication.
»»» Subscribe to The National to watch more videos here: https://www.youtube.com/user/CBCTheNational?sub_confirmation=1
Voice Your Opinion & Connect With Us Online:
The National Updates on Facebook: https://www.facebook.com/thenational
The National Updates on Twitter: https://twitter.com/CBCTheNational
The National Updates on Google+: https://plus.google.com/+CBCTheNational
»»» »»» »»» »»» »»»
The National is CBC Television's flagship news program. Airing seven days a week, the show delivers news, feature documentaries and analysis from some of Canada's leading journalists.
https://wn.com/Alternative_Heroin_Addiction_Treatment
A ground breaking study suggests instead of giving heroin addicts methadone or prescription-heroin, some could be treated with a much more accessible pain medication.
»»» Subscribe to The National to watch more videos here: https://www.youtube.com/user/CBCTheNational?sub_confirmation=1
Voice Your Opinion & Connect With Us Online:
The National Updates on Facebook: https://www.facebook.com/thenational
The National Updates on Twitter: https://twitter.com/CBCTheNational
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The National is CBC Television's flagship news program. Airing seven days a week, the show delivers news, feature documentaries and analysis from some of Canada's leading journalists.
- published: 07 Apr 2016
- views: 154902
7:51
Drug addiction treatment divides opinions
Deaths and complications are contrasted with personal stories of success as debate surrounds the use of naltrexone implants in treating drug addiction. See more...
Deaths and complications are contrasted with personal stories of success as debate surrounds the use of naltrexone implants in treating drug addiction. See more from 7.30 at http://www.abc.net.au/7.30
https://wn.com/Drug_Addiction_Treatment_Divides_Opinions
Deaths and complications are contrasted with personal stories of success as debate surrounds the use of naltrexone implants in treating drug addiction. See more from 7.30 at http://www.abc.net.au/7.30
- published: 22 Oct 2012
- views: 25318
2:14
Intervention: How to Talk to a Family Member with an Addiction Part 1
https://americanaddictioncenters.org/recovery-is-possible
American Addiction Centers Interventionist Robert Phillips offers up advice on starting the conversat...
https://americanaddictioncenters.org/recovery-is-possible
American Addiction Centers Interventionist Robert Phillips offers up advice on starting the conversation with a loved one about drug or alcohol abuse. Finding a place to start is often the hardest thing to do when confronting a loved one, but preparing yourself with answers is a great way to begin.
If you or a loved one is struggling with addiction, please call 866-244-1070
Connect with Us:
Website: https://americanaddictioncenters.org
Phone: 866-244-1070
Facebook: https://www.facebook.com/AmericanAddictionCenters
Twitter: https://twitter.com/AAC_Tweet
LinkedIn: https://www.linkedin.com/company/american-addiction-centers
Instagram: https://www.instagram.com/americanaddictioncenters
YouTube: https://www.youtube.com/c/AmericanAddictionCenters
About American Addiction Centers:
A leading nationwide provider of substance abuse treatment, American Addiction Centers treats clients struggling with drug addiction, alcohol addiction, and mental health/behavioral health issues. As the only publicly traded company in the addiction treatment space, our success rate is double the national average, and we have been mentioned in Forbes, Fox News, Daily Mail, Bustle, and USA Today.
https://wn.com/Intervention_How_To_Talk_To_A_Family_Member_With_An_Addiction_Part_1
https://americanaddictioncenters.org/recovery-is-possible
American Addiction Centers Interventionist Robert Phillips offers up advice on starting the conversation with a loved one about drug or alcohol abuse. Finding a place to start is often the hardest thing to do when confronting a loved one, but preparing yourself with answers is a great way to begin.
If you or a loved one is struggling with addiction, please call 866-244-1070
Connect with Us:
Website: https://americanaddictioncenters.org
Phone: 866-244-1070
Facebook: https://www.facebook.com/AmericanAddictionCenters
Twitter: https://twitter.com/AAC_Tweet
LinkedIn: https://www.linkedin.com/company/american-addiction-centers
Instagram: https://www.instagram.com/americanaddictioncenters
YouTube: https://www.youtube.com/c/AmericanAddictionCenters
About American Addiction Centers:
A leading nationwide provider of substance abuse treatment, American Addiction Centers treats clients struggling with drug addiction, alcohol addiction, and mental health/behavioral health issues. As the only publicly traded company in the addiction treatment space, our success rate is double the national average, and we have been mentioned in Forbes, Fox News, Daily Mail, Bustle, and USA Today.
- published: 09 Jan 2018
- views: 74438
1:29:03
Expert's Secret to Using Energy Work for Addiction
DESCRIPTION
Of course Buddhist mantras and hands-on healing (emphasizing the first three and seventh chakras) could be helpful, but just as Hillary Clinton insi...
DESCRIPTION
Of course Buddhist mantras and hands-on healing (emphasizing the first three and seventh chakras) could be helpful, but just as Hillary Clinton insisted that "It Takes a Village to Raise a Child" likewise no stone should remain unturned in the pursuit of sobriety. So yes, see a lama, but also confer with MDs who specialize in addiction, as well as neuro-psychologists and MDs who are experts in lifestyle medicine.
MEDITATION and PHILOSOPHY livestream (practical, geeky, and fun) 1 - 2 times daily (health permitting) - https://www.youtube.com/@lamajigmeg/videos?view=2&sort=dd&live_view=502&shelf_id=0
CHAPTERS
0:00:00 - LESSON - Expert's Secret to Using Energy Work for Addiction
0:11:18 - meet Lama Jigme Gyatso
0:11:46 - Chants, Explanations, Contemplations, MANTRA meditations, and SILENT meditations.
1:28:15 - NEXT livestream
To SUPPORT this channel:
https://www.Patreon.com/MeditateLikeAJedi
https://www.Paypal.com/donate/?cmd=_s-xclick&hosted_button_id=3S43EBFM6FEEA&source=url
SOCIAL MEDIA links:
https://www.Facebook.com/groups/SoBJMS
https://www.Instagram.com/lamajigmeg/
https://X.com/lamajigmeg
https://www.Reddit.com/r/MeditateLikeAJedi/
https://www.Linkedin.com/in/lamajigme/
FREEBIES
Livestreams broadcast every 12 hours at: 6am PST (-8UTC) and 6pm PST (-8UTC)
Mailing list - https://www-Buddhajoy-org.filesusr.com/html/b132ee_3757ce113eaa0e7026b95f3a17e517f9.html
FREE practice materials – https://www.Meditatelikeajedi.org/downloads
Private Student’s Group – https://www.facebook.com/groups/SoBJMS
Neurodivergence Specialists - https://NdTherapists.com
A Medical Approach to Addiction - https://youtu.be/DkG_Y_g0_co?si=ZKaKO6pyJClF5s4s
LEGAL STUFF:
“Copyright disclaimer under section 107 of the copyright act of 1976:
Allowance is made for "fair use" for purposes such as criticism, comment, news reporting, TEACHING, scholarship, and research.
Fair use is a use permitted by copyright statute that might otherwise be infringing.
NON-PROFIT, EDUCATIONAL, or personal use tips the balance in favor of fair use."
This channel is run by the "Buddha Joy Meditation School"
which is registered with the IRS as a 501c3 non-profit educational entity
https://wn.com/Expert's_Secret_To_Using_Energy_Work_For_Addiction
DESCRIPTION
Of course Buddhist mantras and hands-on healing (emphasizing the first three and seventh chakras) could be helpful, but just as Hillary Clinton insisted that "It Takes a Village to Raise a Child" likewise no stone should remain unturned in the pursuit of sobriety. So yes, see a lama, but also confer with MDs who specialize in addiction, as well as neuro-psychologists and MDs who are experts in lifestyle medicine.
MEDITATION and PHILOSOPHY livestream (practical, geeky, and fun) 1 - 2 times daily (health permitting) - https://www.youtube.com/@lamajigmeg/videos?view=2&sort=dd&live_view=502&shelf_id=0
CHAPTERS
0:00:00 - LESSON - Expert's Secret to Using Energy Work for Addiction
0:11:18 - meet Lama Jigme Gyatso
0:11:46 - Chants, Explanations, Contemplations, MANTRA meditations, and SILENT meditations.
1:28:15 - NEXT livestream
To SUPPORT this channel:
https://www.Patreon.com/MeditateLikeAJedi
https://www.Paypal.com/donate/?cmd=_s-xclick&hosted_button_id=3S43EBFM6FEEA&source=url
SOCIAL MEDIA links:
https://www.Facebook.com/groups/SoBJMS
https://www.Instagram.com/lamajigmeg/
https://X.com/lamajigmeg
https://www.Reddit.com/r/MeditateLikeAJedi/
https://www.Linkedin.com/in/lamajigme/
FREEBIES
Livestreams broadcast every 12 hours at: 6am PST (-8UTC) and 6pm PST (-8UTC)
Mailing list - https://www-Buddhajoy-org.filesusr.com/html/b132ee_3757ce113eaa0e7026b95f3a17e517f9.html
FREE practice materials – https://www.Meditatelikeajedi.org/downloads
Private Student’s Group – https://www.facebook.com/groups/SoBJMS
Neurodivergence Specialists - https://NdTherapists.com
A Medical Approach to Addiction - https://youtu.be/DkG_Y_g0_co?si=ZKaKO6pyJClF5s4s
LEGAL STUFF:
“Copyright disclaimer under section 107 of the copyright act of 1976:
Allowance is made for "fair use" for purposes such as criticism, comment, news reporting, TEACHING, scholarship, and research.
Fair use is a use permitted by copyright statute that might otherwise be infringing.
NON-PROFIT, EDUCATIONAL, or personal use tips the balance in favor of fair use."
This channel is run by the "Buddha Joy Meditation School"
which is registered with the IRS as a 501c3 non-profit educational entity
- published: 22 Jul 2024
- views: 36