4 results found Sort:

mahmoodlab
CLAM mahmoodlab
364
1.1k
gpl-3.0
21
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
clam pathology tcga-data camelyon16 camelyon17 mahmoodlab deep-learning data-efficient histopathology digital-pathology whole-slide-imaging bioimage-informatics quantitative-pathology computational-pathology weakly-supervised-learning
Created 2020-04-01
119 commits to master branch, last one 6 months ago
baidu-research
NCRF baidu-research
184
757
apache-2.0
37
Cancer metastasis detection with neural conditional random field (NCRF)
pathology camelyon16 deep-learning whole-slide-imaging conditional-random-fields
Created 2018-06-04
60 commits to master branch, last one 3 years ago
dazhangyu123
ACMIL dazhangyu123
8
64
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 about a month ago
srinidhiPY
SSL_CR_Histo srinidhiPY
21
62
mit
5
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.
camelyon16 breastpathq deep-learning histopathology digital-pathology annotation-efficient self-supervised-learning semi-supervised-learning teacher-student-training
Created 2021-02-04
141 commits to histo branch, last one 2 years ago