Computer Vision and Pattern Recognition · Computer Science
Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact
Mohsin Bilal, Aadam, Manahil Raza, Youssef Altherwy +5
2025-02-13
Computer Vision and Pattern Recognition · Computer Science
A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks
Dong Li, Guihong Wan, Xintao Wu, Xinyu Wu +5
2025-02-27
Image and Video Processing · Electrical Eng. & Systems
Artificial Intelligence for Digital and Computational Pathology
Andrew H. Song, Guillaume Jaume, Drew F. K. Williamson, Ming Y. Lu +3
2024-01-17
Computer Vision and Pattern Recognition · Computer Science
Towards Large-Scale Training of Pathology Foundation Models
kaiko. ai, Nanne Aben, Edwin D. de Jong, Ioannis Gatopoulos +6
2024-04-24
Computer Vision and Pattern Recognition · Computer Science
Enabling clinical use of foundation models for computational pathology
Audun L Henriksen, Ole-Johan Skrede, Lisa van der Schee, Enric Domingo +30
2026-05-13
Image and Video Processing · Electrical Eng. & Systems
UnPuzzle: A Unified Framework for Pathology Image Analysis
Dankai Liao, Sicheng Chen, Nuwa Xi, Qiaochu Xue +9
2025-03-31
Computer Vision and Pattern Recognition · Computer Science
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
Jiabo Ma, Yingxue Xu, Fengtao Zhou, Yihui Wang +22
2025-05-27
Artificial Intelligence · Computer Science
A Case for Business Process-Specific Foundation Models
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
2022-12-02
Computer Vision and Pattern Recognition · Computer Science
Foundation Models in Medical Image Analysis: A Systematic Review and Meta-Analysis
Praveenbalaji Rajendran, Mojtaba Safari, Wenfeng He, Mingzhe Hu +3
2025-10-21
Machine Learning · Computer Science
Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop
Elizabeth Fahsbender, Alma Andersson, Jeremy Ash, Polina Binder +31
2025-07-17
Computer Vision and Pattern Recognition · Computer Science
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis
Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou +1
2024-10-08
Computer Vision and Pattern Recognition · Computer Science
Foundation Models -- A Panacea for Artificial Intelligence in Pathology?
Nita Mulliqi, Anders Blilie, Xiaoyi Ji, Kelvin Szolnoky +27
2025-03-04
Computational Engineering, Finance, and Science · Computer Science
Computational Pathology in the Era of Emerging Foundation and Agentic AI -- International Expert Perspectives on Clinical Integration and Translational Readiness
Qian Da, Yijiang Chen, Min Ju, Zheyi Ji +24
2026-03-13
Computer Vision and Pattern Recognition · Computer Science
Multi-Modal Foundation Models for Computational Pathology: A Survey
Dong Li, Guihong Wan, Xintao Wu, Xinyu Wu +6
2025-03-21
Computer Vision and Pattern Recognition · Computer Science
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour +3
2023-10-31
Artificial Intelligence · Computer Science
A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling
Kirill Skobelev, Eric Fithian, Yegor Baranovski, Jack Cook +8
2026-05-19
Computer Vision and Pattern Recognition · Computer Science
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective
Shengjia Chen, Gabriele Campanella, Abdulkadir Elmas, Aryeh Stock +7
2024-12-18
Machine Learning · Computer Science
Foundation Models in Radiology: What, How, When, Why and Why Not
Magdalini Paschali, Zhihong Chen, Louis Blankemeier, Maya Varma +5
2025-02-10
Image and Video Processing · Electrical Eng. & Systems
Simple and Efficient Confidence Score for Grading Whole Slide Images
Mélanie Lubrano, Yaëlle Bellahsen-Harrar, Rutger Fick, Cécile Badoual +1
2023-03-09
Tissues and Organs · Quantitative Biology
The State of Applying Artificial Intelligence to Tissue Imaging for Cancer Research and Early Detection
Michael Robben, Amir Hajighasemi, Mohammad Sadegh Nasr, Jai Prakesh Veerla +8
2024-01-08