Search Results - RepositoryStats

4

133

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 3 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 5 months ago

ASF-YOLO mkang315

6

76

agpl-3.0

2

[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

yolo cell-detection cell-segmentation nucleus-detection breast-cancer-cell lesion-segmentation nuclei-segmentation deep-neural-networks instance-segmentation data-science-bowl-2018 medical-image-analysis deep-learning-framework medical-image-computing medical-image-processing breast-cancer-segmentation computer-vision-algorithms hematoxylin-eosin-staining medical-image-segmentation histopathology-image-analysis detection-segmentation-algorithm

Created 2023-12-10

80 commits to main branch, last one 7 days 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 3 days ago

SemanticEnergyLoss Younger330

0

35

unknown

1

BIBM2023 regular paper for "Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images"

pathology histopathology medical-imaging histopathology-images semi-supervised-learning weakly-supervised-learning histopathology-image-analysis

Created 2023-10-13

15 commits to main branch, last one 7 months ago

HistoMIL secrierlab

7

28

gpl-3.0

2

A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.

deep-learning histopathology-image-analysis

Created 2023-04-04

40 commits to main branch, last one 7 months ago