Multistain Pretraining for Slide Representation Learning in Pathology

Multistain Pretraining for Slide Representation Learning in Pathology

5 August 2024

Guillaume Jaume

Anurag J. Vaidya

Richard J. Chen

Emilio Madrigal

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Papers citing "Multistain Pretraining for Slide Representation Learning in Pathology"

13 / 13 papers shown

Title
Foundation Models in Medical Imaging -- A Review and Outlook Vivien van Veldhuizen Vanessa Botha C. Lu Melis Erdal Cesur Kevin Groot Lipman ... Cees Snoek Lodewyk Wessels Ritse Mann Eric Marcus Jonas Teuwen MedIm VLM AI4CE 76 0 0 10 Jun 2025
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining Qichen Sun Zhengrui Guo Rui Peng Hao Chen Jinzhuo Wang MedIm 102 0 0 19 May 2025
A Survey of Pathology Foundation Model: Progress and Future Directions Conghao Xiong Hao Chen Joseph J. Y. Sung LM&MA AI4CE 178 1 0 05 Apr 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology S. Kapse Pushpak Pati Srikar Yellapragada Srijan Das Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras Prateek Prasanna VLM 107 1 0 01 Apr 2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology Amaya Gallagher-Syed Henry Senior Omnia Alwazzan Elena Pontarini Michele Bombardieri C. Pitzalis M. Lewis Michael Barnes Luca Rossi Gregory G. Slabaugh 129 0 0 26 Mar 2025
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology Vishwesh Ramanathan Tony Xu Pushpak Pati Faruk Ahmed Maged Goubran Anne L. Martel 80 0 0 21 Mar 2025
SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis Liangrui Pan Xiaoyu Li Yutao Dou Qiya Song Jiadi Luo Qingchun Liang Shaoliang Peng 53 0 0 18 Mar 2025
MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention Tianyi Wang Jianan Fan Dingxin Zhang Dongnan Liu Yong-quan Xia Heng Huang Weidong Cai 159 1 0 01 Mar 2025
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models? Jiawen Li Jiali Hu Qiehe Sun Renao Yan Minxi Ouyang Tian Guan Anjia Han Chao He Yonghong He MedIm 112 0 0 28 Feb 2025
Abnormality-Driven Representation Learning for Radiology Imaging M. Ligero Tim Lenz Georg Wolflein Omar S. M. El Nahhas Daniel Truhn Jakob Nikolas Kather MedIm 137 0 0 25 Nov 2024
Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning Tim Lenz Peter Neidlinger M. Ligero Georg Wolflein M. Treeck Jakob Nikolas Kather 158 3 0 20 Nov 2024
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion Jun Wang Yu Mao Nan Guan Chun Jason Xue 67 1 0 02 Oct 2024
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis Guillaume Jaume Paul Doucet Andrew H. Song Ming Y. Lu Cristina Almagro-Pérez ... Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Ahrong Kim Faisal Mahmood 116 35 0 23 Jun 2024