Jun's repositories
NeurIPS-CellSeg
Naive baseline for microscopy image segmentation challenge in NeurIPS 2022
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
AbdomenCT-1K
The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
SegLossOdyssey
A collection of loss functions for medical image segmentation
MICCAI-OpenSourcePapers
MICCAI 2019-2023 Open Source Papers
MICCAI-Reproducibility-Checklist
Submission for MICCAI HACKATHON: https://miccai-hackathon.com/#participate
v212
Proceedings of the NeurIPS Cell Segmentation Challenge 2022
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
Diffusion-Models-in-MedIA
A curated list of diffusion models in medical image analysis.
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
MyoPS2020
Code of the solution to MyoPS 2020
MedUncertainty
Uncertainty in Medical Image Analysis
GeneralizedMedSeg
Recent progress on domain adaption/generalization for medical image segmentation
PrePostSeg
Pre-processing and post-processing for medical image segmentation
otml2021.github.io
Website for the OTML2021 workshop
COVID-19-CT-Seg-Benchmark
A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans
kits21
The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge
SegWithDistMap
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
njustPhDRoad
从开题到离校——南京理工大学博士毕业之路
COVID-19-SemiSeg
Trained models for COVID-19 Segmentation
TNSCUI2020
3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge