Divide-and-Rule: Self-Supervised Learning for Survival Analysis in
Colorectal Cancer

Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer

7 July 2020

Behzad Bozorgtabar

Jean-Philippe Thiran

Papers citing "Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer"

9 / 9 papers shown

Title
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 33 0 0 10 May 2025
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
Topology-Guided Multi-Class Cell Context Generation for Digital Pathology Shahira Abousamra Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen MedIm 28 7 0 05 Apr 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang Euijoon Ahn Da-wei Feng Jinman Kim MedIm 32 27 0 10 Feb 2023
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 35 57 0 18 Aug 2022
How Transferable Are Self-supervised Features in Medical Image Classification Tasks? T. Truong Sadegh Mohammadi Matthias Lenga 44 45 0 23 Aug 2021
Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection C. Abbet Linda Studer Andreas Fischer H. Dawson I. Zlobec Behzad Bozorgtabar Jean-Philippe Thiran OOD 45 32 0 20 Aug 2021
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting Hassan Muhammad Chen-Wei Xie C. Sigel M. Doukas L. Alpert William R. Jarnagin Amber L. Simpson Thomas J. Fuchs 32 6 0 26 Jan 2021
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao MedIm 21 46 0 05 Aug 2020