mckellwoodland
CS PhD student at Rice University. Researcher at MD Anderson Cancer Center.
MD Anderson Cancer CenterHouston, Texas
Pinned Repositories
CLIP-Driven-Universal-Model
Fork of "CLIP-Driven Universal Model"
data-efficient-gans
Fork of "Differentiable Augmentation for Data-Efficient GAN Training" repository with extended NIfTI capabilities.
DeceiveD
Forked "Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data" repository with extended NIfTI capabilities.
dimen_reduce_mahal
Official Repository for the UNSURE 2023 paper entitled "Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation"
evaluate_stylegan2ada_med
This repository contains the preprocessing code for the paper "Evaluating the Performance of StyleGAN2-ADA on Medical Images".
feature_ood_med
Official repository for the paper entitled "Feature-based Out-of-Distribution Detection for Medical Imaging Segmentation".
fid-med-eval
Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".
gan_anom_detect
Official Repository for the paper "Generative Modeling for Anomaly Detection in Radiological Applications"
PyTorch-StudioGAN
Fork of StudioGAN repository.
radfid
An implementation of the Radiologic Fréchet Inception Distance (RadFID).
mckellwoodland's Repositories
mckellwoodland/fid-med-eval
Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".
mckellwoodland/data-efficient-gans
Fork of "Differentiable Augmentation for Data-Efficient GAN Training" repository with extended NIfTI capabilities.
mckellwoodland/dimen_reduce_mahal
Official Repository for the UNSURE 2023 paper entitled "Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation"
mckellwoodland/CLIP-Driven-Universal-Model
Fork of "CLIP-Driven Universal Model"
mckellwoodland/DeceiveD
Forked "Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data" repository with extended NIfTI capabilities.
mckellwoodland/evaluate_stylegan2ada_med
This repository contains the preprocessing code for the paper "Evaluating the Performance of StyleGAN2-ADA on Medical Images".
mckellwoodland/feature_ood_med
Official repository for the paper entitled "Feature-based Out-of-Distribution Detection for Medical Imaging Segmentation".
mckellwoodland/gan_anom_detect
Official Repository for the paper "Generative Modeling for Anomaly Detection in Radiological Applications"
mckellwoodland/PyTorch-StudioGAN
Fork of StudioGAN repository.
mckellwoodland/radfid
An implementation of the Radiologic Fréchet Inception Distance (RadFID).
mckellwoodland/research-contributions
Forked "research-contributions" from MONAI
mckellwoodland/SegVol
Fork of the official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".
mckellwoodland/SMIT
Fork of "Self distilled masked transformer based segmentor"
mckellwoodland/stylegan2-ada-pytorch
Fork of the official StyleGAN2-ADA PyTorch implementation with extended NIfTI and projection of directories capabilities.
mckellwoodland/tutorials
Fork of MONAI Tutorials