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University of Erlangen-Nuremberg (FAU)
- Erlangen, Germany
- https://tayebiarasteh.com/
- @starasteh
Highlights
- Pro
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picai-segmentation Public
Prostate cancer segmentation using multiparamteric MRI from Pi-CAI challenge dataset
Python MIT License UpdatedNov 5, 2024 -
lane-detection Public
Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data
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RadADA Public
The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation
Python MIT License UpdatedSep 7, 2024 -
PathologyAnonym Public
Automatic anonymization of pathological speech
Python MIT License UpdatedJun 14, 2024 -
LLMmed Public
Large Language Models Streamline Automated Machine Learning for Clinical Studies
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DP_CXR Public
Building an AI model for chest X-ray under patient privacy guarantees
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vit-med Public
Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images
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privacydomain Public
Securing Collaborative Medical AI by Using Differential Privacy
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FLdomain Public
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
deep-learning pytorch chest-xray-images resnet-50 medical-image-analysis federated-learning nih-chest-x-rayPython MIT License UpdatedDec 19, 2023 -
federated_he Public
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with pr…
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pathology_ASV Public
The effect of speech pathology on automatic speaker verification
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chestx Public
Flexible federated learning enables institutions to jointly train deep learning models even when data is non-uniformly labeled. The resulting models are superior to models which are trained with co…
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chestx_domain Public
Comprehensive Analysis of Domain Transferability Using Deep-Learning-Based Interpretation of Chest Radiographs
deep-learning pytorch artificial-intelligence domain-transfer xray domain-adaptation medical-image-analysisPython MIT License UpdatedMar 24, 2023 -
elpv-dataset Public
Forked from zae-bayern/elpv-datasetA dataset of functional and defective solar cells extracted from EL images of solar modules
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ACL_tear Public
Anterior Cruciate Ligament (ACL) tears diagnosis
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Bezier_CatmullRom Public
C# implementation of some mathematical solutions to problems in 3D world generation
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retweet Public
How Will Your Tweet Be Received? Predicting theSentiment Polarity of Tweet Replies
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osm-extractor Public
Extracting necessary information defined by the user from the OpenStreetMap