12 results found Sort:

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Created 2020-11-05
131 commits to master branch, last one 7 months ago
Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "
Created 2023-08-19
35 commits to main branch, last one 3 months ago
A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
Created 2021-09-07
642 commits to main branch, last one 10 days ago
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[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
Created 2023-03-15
9 commits to main branch, last one about a year ago
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
Created 2023-11-12
30 commits to main branch, last one 26 days ago
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58
unknown
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Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Created 2022-09-21
11 commits to main branch, last one 9 months ago
:microscope: Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.
Created 2018-02-08
191 commits to master branch, last one 4 years ago
nuclei.io: Human-in-the-loop active learning framework for pathology image analysis
Created 2022-12-13
33 commits to main branch, last one 17 days ago
3
32
unknown
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Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.
Created 2022-06-15
29 commits to main branch, last one 8 months ago
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
Created 2022-12-13
23 commits to main branch, last one about a year ago
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[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
Created 2023-07-21
13 commits to main branch, last one about a month ago