AustinTapp
Biomedical Engineering, Ph.D. Post-Doc @Precision-Medical-Imaging-Group
Children's National Medical CenterWashington, D.C.
Pinned Repositories
3D-CycleGAN
3DCycleGan for Unpaired CT/MR Style Transfer
3dphoto
From lab of: https://coloradosph.cuanschutz.edu/resources/directory/directory-profile/Reyes-Porras-Antonio-UCD6003391275
3DStyleGAN
3D StyleGAN2 for Medical Images
AI4Animation
Bringing Characters to Life with Computer Brains in Unity
ASE
bart_webinars
Landing page for BART (https://mrirecon.github.io/bart/) Webinars. Videos here: https://www.youtube.com/@bart-toolboxdepartmental7435/videos
CM3dLDM
Implementation of MR to CT synthesis via 3D Latent Diffusion
MedicalDataAugmentationTool-VerSe
SFnet
swinUNETR
Based on https://github.com/Project-MONAI/research-contributions/tree/main/SwinUNETR/Pretrain
AustinTapp's Repositories
AustinTapp/CM3dLDM
Implementation of MR to CT synthesis via 3D Latent Diffusion
AustinTapp/SFnet
AustinTapp/bart_webinars
Landing page for BART (https://mrirecon.github.io/bart/) Webinars. Videos here: https://www.youtube.com/@bart-toolboxdepartmental7435/videos
AustinTapp/BrainSegFounder
Implementation of https://arxiv.org/pdf/2406.10395
AustinTapp/CNseg
Cranial nerve segmentation networks and pre-trained models
AustinTapp/CranialCTProcessing
Automatic cranial base landmarking and bone labeling
AustinTapp/cranialSutureGrowth
Implementation of https://www.nature.com/articles/s41598-023-47622-7
AustinTapp/DSCNet
Implementation of https://arxiv.org/pdf/2307.08388.pdf
AustinTapp/FAST
A framework for GPU based high-performance medical image processing and visualization
AustinTapp/liblouis
Open-source braille translator and back-translator
AustinTapp/LoHiResGAN
Implementation of https://www.nature.com/articles/s41598-023-48438-1
AustinTapp/med-deadend
Code for the Medical Deadend Paper at NeurIPS 2021
AustinTapp/MedicalDataAugmentationTool
AustinTapp/MedSAM
The official repository for MedSAM: Segment Anything in Medical Images. Paper: https://arxiv.org/pdf/2304.12306.pdf
AustinTapp/MMPnPADMM
Mismatched PnP-ADMM. Implementation of: https://arxiv.org/pdf/2310.00133
AustinTapp/MRI_Artifact_Detection
Implementation of https://www.biorxiv.org/content/biorxiv/early/2023/06/23/2023.06.20.545422.full.pdf
AustinTapp/nnUNet
AustinTapp/optuna
A hyperparameter optimization framework
AustinTapp/PPutils
Preprocessing Utilities and Scripts
AustinTapp/realfusion
https://arxiv.org/pdf/2302.10663.pdf
AustinTapp/ResViT
Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis; https://arxiv.org/pdf/2106.16031.pdf
AustinTapp/RibSeg
[MICCAI'21] RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans
AustinTapp/ROG
Towards Robust General Medical Image Segmentation
AustinTapp/SAX-NeRF
Structure-Aware Sparse-View X-ray 3D Reconstruction (CVPR 2024)
AustinTapp/Segment-Any-Point-Cloud
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models. From: https://arxiv.org/pdf/2306.09347.pdf
AustinTapp/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model. Website: https://segment-anything.com/ Paper: https://arxiv.org/abs/2304.02643
AustinTapp/ShapeWorks
ShapeWorks
AustinTapp/SynthSeg
Contrast-agnostic segmentation of MRI scans
AustinTapp/SynthSR
Implementation of https://arxiv.org/ftp/arxiv/papers/2202/2202.03564.pdf and https://pubs.rsna.org/doi/10.1148/radiol.220522
AustinTapp/TotalSegmentator
Tool for robust segmentation of 104 important anatomical structures in CT images