Jun (@JunMa11)
github

JunMa11

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    7,895
  • Global Rank 3,017 (Top 0.2 %)
  • Followers 980
  • Following 78
  • Registered over 8 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇨🇦 Canada
  • Country Total Rank 122
  • Country Ranking
    Python
         30

Top repositories

1

SegLossOdyssey

A collection of loss functions for medical image segmentation
Python
3,724
star
2

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges
1,463
star
3

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers
1,189
star
4

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
Python
371
star
5

MedUncertainty

Uncertainty in Medical Image Analysis
310
star
6

AbdomenCT-1K

The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
Python
208
star
7

COVID-19-CT-Seg-Benchmark

A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans
Python
138
star
8

Diffusion-Models-in-MedIA

A curated list of diffusion models in medical image analysis.
81
star
9

TNSCUI2020

3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge
Python
60
star
10

FLARE

Official Repository of MICCAI FLARE Challenges
Python
59
star
11

NeurIPS-CellSeg

Naive baseline for microscopy image segmentation challenge in NeurIPS 2022
Python
57
star
12

GeneralizedMedSeg

Recent progress on domain adaption/generalization for medical image segmentation
53
star
13

ADAM2020

Solution to MICCAI 2020 ADAM
Python
35
star
14

HM_DataAug

A solution to MICCAI 2020 M&Ms
Python
25
star
15

SOTA-MedReg

State-of-the-art medical image registration methods
18
star
16

PrePostSeg

Pre-processing and post-processing for medical image segmentation
Python
15
star
17

MICCAI-Reproducibility-Checklist

Submission for MICCAI HACKATHON: https://miccai-hackathon.com/#participate
12
star
18

PETCTSeg

Automatic segmentation models for PET and CT scans
Python
11
star
19

iseg2019

Solution to MICCAI iSeg-2019
Python
11
star
20

ML-SRT

Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.
10
star
21

CADA2020

Solution to CADA 2020 challenge.
Python
9
star
22

MICCAI-Challenge-Models

Trained models of MICCAI 2020 challenges.
8
star
23

MICCAI2020-Refuge2

Python
4
star
24

COVID-19-SemiSeg

Trained models for COVID-19 Segmentation
2
star
25

AbdomenSegUnc

Abdomen organ segmentation and uncertainty estimation: a large-scale study
Python
1
star