Search Results - RepositoryStats

88

382

mit

0

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 9 months ago

MI-AOD yuantn

43

335

apache-2.0

3

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

mil cvpr cvpr2021 active-learning object-detection multiple-instance-learning

Created 2021-03-01

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

HumanBehaviorBKU dolongbien

58

160

unknown

9

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

c3d caffe keras theano ranking-loss deep-learning human-behavior c3d-intel-caffe anomaly-detection django-application road-accident-dataset road-accident-detection 3d-convolutional-network human-activity-recognition multiple-instance-learning abnormal-behavior-detection

Created 2019-01-08

150 commits to master branch, last one 5 years ago

DGR-MIL ChongQingNoSubway

4

140

mit

3

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

transformer histopathology self-attention tumor-detection tumor-heterogeneity whole-slide-imaging tumor-classification multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2024-06-24

19 commits to main branch, last one 12 days ago

tcga_segmentation MarvinLer

34

127

agpl-3.0

2

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

wsi tcga miccai pathology tcga-data segmentation data-efficient histopathology medical-imaging image-segmentation tumor-segmentation whole-slide-imaging computational-pathology slide-image-segmentation multiple-instance-learning weakly-supervised-learning

Created 2020-04-07

36 commits to master branch, last one 3 years 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 5 months ago

pytorch_MELM vasgaowei

19

104

unknown

5

The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection

min-entropy multiple-instance-learning weakly-supervised-detection

Created 2019-03-14

61 commits to master branch, last one 5 years ago

ACMIL dazhangyu123

8

71

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

30 commits to main branch, last one 2 months ago

mil rosasalberto

12

62

mit

1

Multiple instance learning library for Python

apr mil miles python deep-mil mnist-bags-dataset multiple-instance-learning

Created 2020-09-17

31 commits to master branch, last one 3 years ago

WENO miccaiif

11

60

unknown

3

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 11 months ago

C2C YashSharma

12

60

mit

2

Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.

deep-learning histopathology whole-slide-imaging multiple-instance-learning weakly-supervised-learning

Created 2021-03-15

29 commits to main branch, last one 3 years ago

Pipeline-Processing-TCGA-Slides-for-MIL liupei101

11

55

unknown

1

This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.

tcga whole-slide-imaging multiple-instance-learning histopathology-image-analysis

Created 2023-04-25

15 commits to main branch, last one 12 days ago

Mixed_supervision bianhao123

13

53

gpl-3.0

1

MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.

pytorch miccai2022 histopathology pytorch-lightning computational-pathology multiple-instance-learning

Created 2022-06-19

3 commits to master branch, last one 2 years ago

PseMix liupei101

4

49

unknown

3

[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification

mixup robustness pseudo-bags generalization whole-slide-images multiple-instance-learning

Created 2023-06-28

50 commits to main branch, last one 3 months ago

MICCAI2020mil PhilipChicco

9

37

gpl-3.0

2

MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

wsi-images histopathology-images representation-learning multiple-instance-learning weakly-supervised-learning

Created 2021-01-22

3 commits to main branch, last one 3 years ago

DGMIL miccaiif

3

33

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 10 months ago

AdvMIL liupei101

11

32

mit

2

[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

snuffy jafarinia

3

27

mit

4

Snuffy: Efficient Whole Slide Image Classifier For Efficient and Performant Diagnosis in Pathology Whole Slide Images

deep-le deep-learning sparse-transformer self-supervised-learning multiple-instance-learning

Created 2024-07-07

4 commits to main branch, last one 3 months ago