Deep Learning for medical imaging

Predict a bounding box around the heart in X-ray images.

Final project of VRDL course in 2021 fall semester at NYCU.

Project completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

A pneumonia detection system using deep learning. Converts DICOM images to JPEG, trains U-Net model, and predicts pneumonia presence from X-ray images in a GUI. Dataset from RSNA Kaggle Challenge.

Predict a bounding box around the heart in X-ray images.

Selected Topics in Visual Recognition using Deep Learning, NYCU. Final project - RSNA Pneumonia Detection Challenge