Name: Walter Wiggins, MD, PhD
Type: User
Company: Duke University Health System
Bio: Neuroradiologist, Assistant Professor, and Clinical Director of AI Research for the Duke University School of Medicine Department of Radiology
Twitter: walterfwiggins
Location: Durham, NC
Walter Wiggins, MD, PhD's Projects
Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021
The 3rd edition of course.fast.ai
Code for analysis of dual-energy CT calcium versus hemorrhage data
A Python toolkit for parsing and analyzing metadata from DICOM files.
The fastai deep learning library, plus lessons and tutorials
development of the next version of fastai
Hello World Introduction to Deep Learning for Medical Image Classification
Keras implementation of RetinaNet object detection.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge
Interactive tutorials for AI applications in radiology
SIIM 2020 Hackathon Project for tracking radiology cases
NLP tools for radiology reports
Magic Cell commands for swift-jupyter
Radiology Resident Data Science Curriculum Project