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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
Selected Topics in Visual Recognition using Deep Learning, NYCU. Final project - RSNA Pneumonia Detection Challenge
Predict a bounding box around the heart in X-ray images.
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.