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372

1.2k

gpl-3.0

21

Open source tools for computational pathology - Nature BME

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

121 commits to master branch, last one 16 days ago

NCRF baidu-research

183

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

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

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