HiLab-git/CDMA HiLab-git/CDMA

  • Stars
    star
    47
  • Rank 600,946 (Top 12 %)
  • Language
    Python
  • Created over 1 year ago
  • Updated 5 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
HiLab-git/CDMA
github

HiLab-git

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.

More Repositories

1

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Python
2,125
star
2

PyMIC

Python
334
star
3

DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency
Python
282
star
4

WSL4MIS

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
Python
197
star
5

CA-Net

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
Python
165
star
6

SimpleCRF

matlab and python wrap of crf and dense crf, both 2d and 3d are supported
C++
162
star
7

WORD

[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
Python
140
star
8

MIDeepSeg

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
Python
120
star
9

DAG4MIA

Domain Adaptation and Generalization for Medical Image Analysis
Python
104
star
10

COPLE-Net

COVID-19 Pneumonia Lesion segmentation network
Python
87
star
11

ACELoss

Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"
Python
69
star
12

Paper-Reading-Group

List shared papers in our group
62
star
13

UGIR

Uncertainty-Guided Interactive Refinement for Segmentation
Python
56
star
14

SCPM-Net

[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
Python
54
star
15

PyMIC_examples

examples of using PyMIC for medical image computing with deep learning
Python
29
star
16

SegRap2023

[SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.
Python
23
star
17

UPL-SFDA

Python
21
star
18

SepNet

Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.
Python
20
star
19

LCOVNet-and-KD

Python
17
star
20

MyoPS2020

Python
16
star
21

PA-Seg

PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
Python
14
star
22

Head-Neck-GTV

Python
14
star
23

FPL-plus

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
Python
13
star
24

PF-Net

Code for PF-Net (Pulmonary Fibrosis Segmentation Network)
Python
10
star
25

HAMIL

Python
9
star
26

DCA-Net

Python
6
star
27

RPR-Loc

Python
5
star
28

CFENet

Code for Enhancement of High- and Low-Level Features with Improved Attention Method for Medical Image Segmentation
Jupyter Notebook
5
star
29

ABCs_2020

Python
1
star
30

IPLC

1
star