Walter Wiggins, MD, PhD's repositories
dicomtools
A Python toolkit for parsing and analyzing metadata from DICOM files.
DECT-Ca_v_hem-analysis
Code for analysis of dual-energy CT calcium versus hemorrhage data
wfwiggins.github.io
Radiology Resident Data Science Curriculum Project
AI-Deep-Learning-Lab-2021
Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021
course-v3
The 3rd edition of course.fast.ai
fastai
The fastai deep learning library, plus lessons and tutorials
fastai_dev
development of the next version of fastai
Hello_World_Deep_Learning
Hello World Introduction to Deep Learning for Medical Image Classification
keras-retinanet
Keras implementation of RetinaNet object detection.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
mrnet-fastai
Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge
rad-ml-tutorials
Interactive tutorials for AI applications in radiology
RadiologyCaseTracker
SIIM 2020 Hackathon Project for tracking radiology cases
TimeMagic
Magic Cell commands for swift-jupyter