Masked Pre-Training of Transformers for Histology Image Analysis

Masked Pre-Training of Transformers for Histology Image Analysis

14 April 2023

Liesbeth Hondelink

Saeed Hassanpour

Papers citing "Masked Pre-Training of Transformers for Histology Image Analysis"

10 / 10 papers shown

Title
Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier Craig W. Schmidt Varshini Reddy Chris Tanner Yuval Pinter 43 0 0 31 Mar 2025
Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology Amit Das Tanmay Shukla Naofumi Tomita Ryland Richards Laura Vidis Bing Ren Saeed Hassanpour 26 0 0 25 Oct 2024
Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Records Shuai Jiang Christina Robinson Joseph Anderson William Hisey Lynn Butterly A. Suriawinata Saeed Hassanpour 11 0 0 13 Oct 2024
A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer Jack McMahon Naofumi Tomita Elizabeth S. Tatishev Adrienne A. Workman Cristina R Costales Niaz Banaei Isabella W. Martin Saeed Hassanpour 24 0 0 23 Sep 2024
Multistain Pretraining for Slide Representation Learning in Pathology Guillaume Jaume Anurag J. Vaidya Andrew Zhang Andrew H. Song Richard J. Chen S. Sahai Dandan Mo Emilio Madrigal L. Le Faisal Mahmood 31 11 0 05 Aug 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology Guillaume Jaume Lukas Oldenburg Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Thomas Peeters Andrew H. Song Faisal Mahmood 40 22 0 19 May 2024
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 20 42 0 29 Aug 2023
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 295 5,761 0 29 Apr 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 24 35 0 11 Jan 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 164 678 0 10 Oct 2020