Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact

12 February 2025

Papers citing "Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact"

5 / 5 papers shown

Title
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology Jiabo Ma Yingxue Xu Fengtao Zhou Y. X. R. Wang Cheng Jin ... Xiuming Zhang Li Liang R. Chan Zhe Wang H. Chen LM&MA VLM 15 0 0 26 May 2025
Predicting Neo-Adjuvant Chemotherapy Response in Triple-Negative Breast Cancer Using Pre-Treatment Histopathologic Images Hikmat Khan Ziyu Su Huina Zhang Yihong Wang Bohan Ning Shi Wei Hua Guo Zaibo Li M. Niazi 14 0 0 20 May 2025
Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data Ekaterina Redekop Mara Pleasure Vedrana Ivezić Zichen Wang Kimberly Flores Anthony Sisk W. Speier C. Arnold MedIm 53 0 0 15 Apr 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 85 0 0 12 Mar 2025
Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions Weiping Lin Shen Liu Runchen Zhu Liansheng Wang 50 1 0 24 Feb 2025