Weakly Supervised Joint Whole-Slide Segmentation and Classification in
Prostate Cancer

Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer

7 January 2023

Guillaume Jaume

Kevin Thandiackal

Behzad Bozorgtabar

Papers citing "Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer"

12 / 12 papers shown

Title
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Wenbo Zhang Junyu Chen Christopher Kanan 89 0 0 02 Dec 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology S. Kapse Pushpak Pati Srijan Das Jingwei Zhang Chao Chen Maria Vakalopoulou Joel H. Saltz Dimitris Samaras Rajarsi R. Gupta Prateek Prasanna 49 11 0 22 Dec 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 64 42 0 29 Aug 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance Yuqian Chen L. Zekelman Chaoyi Zhang Tengfei Xue Yang Song ... Yogesh Rathi A. Golby Weidong (Tom) Cai Fan Zhang L. O’Donnell 46 11 0 08 Jul 2023
ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification Rui Yang Pei Liu Luping Ji VLM DiffM 31 9 0 13 Apr 2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Kevin Thandiackal Luigi Piccinelli Pushpak Pati O. Goksel CLL OOD MedIm 45 7 0 02 Feb 2023
A graph-transformer for whole slide image classification Yi Zheng R. Gindra Emily J. Green E. Burks Margrit Betke J. Beane V. Kolachalama MedIm 62 126 0 19 May 2022
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 46 42 0 21 May 2021
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 206 748 0 03 Sep 2019
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 295 1,960 0 09 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 295 5,726 0 05 Dec 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 194 9,385 0 28 May 2015