Search Results - RepositoryStats

92

414

mit

1

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

pytorch transformer deep-learning histopathology self-attention tumor-detection visiontransformer whole-slide-image whole-slide-imaging deep-neural-networks self-supervised-learning semi-supervised-learning multiple-instance-learning weakly-supervised-learning

Created 2020-11-05

131 commits to master branch, last one about a year ago

MIL_BASELINE lingxitong

12

119

mit

0

A library that integrates different MIL methods into a unified framework

ai4pathology whole-slide-image multiple-instance-learning

Created 2024-03-09

380 commits to main branch, last one 4 days ago

PDL ChongQingNoSubway

29

111

mit

22

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

histopathology tumor-detection whole-slide-image whole-slide-imaging histopathology-images multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2023-08-19

35 commits to main branch, last one 9 months ago

pathology-whole-slide-data DIAGNijmegen

30

99

apache-2.0

4

A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.

wsa wsd wsi wsm python iterator pathology deep-learning histopathology whole-slide-data whole-slide-mask whole-slide-image whole-slide-dataset whole-slide-imaging whole-slide-annotation computational-pathology

Created 2021-09-07

643 commits to main branch, last one 5 months ago

ACMIL dazhangyu123

10

89

mit

2

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)

acmil bracs camelyon16 histopathology pathology-image digital-pathology whole-slide-image computational-pathology multiple-instance-learning weakly-supervised-learning

Created 2023-11-12

31 commits to main branch, last one about a month ago

WSI-HGNN HKU-MedAI

7

83

unknown

3

[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

whole-slide-image computational-pathology heterogeneous-graph-neural-network

Created 2023-03-15

9 commits to main branch, last one about a year ago

WENO miccaiif

12

66

unknown

2

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

neurips-2022 whole-slide-image knowledge-distillation multiple-instance-learning weakly-supervised-learning

Created 2022-09-21

11 commits to main branch, last one about a year ago

nuclei.io huangzhii

11

65

mit

1

nuclei.io: Human-in-the-loop active learning framework for pathology image analysis

ai pathology medical-imaging whole-slide-image

Created 2022-12-13

42 commits to main branch, last one about a month ago

compay-syntax jgamper

1

55

mit

2

:microscope: Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.

wsis openslide slide-images medical-imaging pathology-image whole-slide-image whole-slide-imaging computational-pathology

Created 2018-02-08

191 commits to master branch, last one 4 years ago

wsidicom imi-bigpicture

9

43

apache-2.0

3

Python package for reading DICOM WSI file sets.

dicom annotations digital-pathology whole-slide-image

Created 2021-05-11

430 commits to main branch, last one 17 hours ago

kat Zhengyushan

6

35

mit

1

The code for Kernel attention transformer (KAT)

wsi wsi-encode wsi-images histopathology pathology-image whole-slide-image histopathology-wsi kernel-transformer wsi-classificaiton wsi-representation histopathology-images histopathology-feature histopathology-image-classfication

Created 2022-06-20

24 commits to main branch, last one about a year ago

AdvMIL liupei101

12

35

mit

1

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

survival-analysis whole-slide-image adversarial-learning multiple-instance-learning

Created 2022-12-13

23 commits to main branch, last one about a year ago

DGMIL miccaiif

3

34

unknown

3

Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.

miccai2022 classification whole-slide-image multiple-instance-learning weakly-supervised-learning

Created 2022-06-15

29 commits to main branch, last one about a year ago

HIGT HKU-MedAI

1

33

unknown

2

[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

graph-transformer whole-slide-image computational-pathology multi-instance-learning

Created 2023-07-21

13 commits to main branch, last one 7 months ago