Jun (@JunMa11)
github

JunMa11

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  • Stars
    star
    7,421
  • Global Rank 3,141 (Top 0.2 %)
  • Followers 898
  • Following 78
  • Registered almost 8 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇨🇦 Canada
  • Country Total Rank 122
  • Country Ranking
    Python
         31

Top repositories

1

SegLossOdyssey

A collection of loss functions for medical image segmentation
Python
3,548
star
2

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges
1,337
star
3

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers
1,104
star
4

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
Python
354
star
5

MedUncertainty

Uncertainty in Medical Image Analysis
307
star
6

AbdomenCT-1K

The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
Python
192
star
7

COVID-19-CT-Seg-Benchmark

A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans
Python
134
star
8

Diffusion-Models-in-MedIA

A curated list of diffusion models in medical image analysis.
78
star
9

NeurIPS-CellSeg

Naive baseline for microscopy image segmentation challenge in NeurIPS 2022
Python
57
star
10

TNSCUI2020

3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge
Python
57
star
11

FLARE

Official Repository of MICCAI FLARE Challenges
Python
55
star
12

GeneralizedMedSeg

Recent progress on domain adaption/generalization for medical image segmentation
52
star
13

ADAM2020

Solution to MICCAI 2020 ADAM
Python
34
star
14

HM_DataAug

A solution to MICCAI 2020 M&Ms
Python
24
star
15

SOTA-MedReg

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

iseg2019

Solution to MICCAI iSeg-2019
Python
11
star
19

ML-SRT

Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.
10
star
20

PETCTSeg

Automatic segmentation models for PET and CT scans
Python
9
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