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PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
26 May 2025
Jiabo Ma
Yingxue Xu
Fengtao Zhou
Y. X. R. Wang
Cheng Jin
Zhengrui Guo
Jianfeng Wu
On Ki Tang
Huajun Zhou
Xi Wang
L. Luo
Zhengyu Zhang
Du Cai
Zizhao Gao
Wei Wang
Y. Liu
Jiankun He
Jing Cui
Zhenhui Li
Jing Zhang
Feng Gao
Xiuming Zhang
Li Liang
R. Chan
Zhe Wang
H. Chen
LM&MA
VLM
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Papers citing
"PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology"
11 / 11 papers shown
Title
How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark
Roba Al Majzoub
H. Malik
Muzammal Naseer
Zaigham Zaheer
Tariq Mahmood
Salman Khan
Fahad A Khan
VLM
116
1
0
17 Mar 2025
Foundation Models -- A Panacea for Artificial Intelligence in Pathology?
N. Mulliqi
A. Blilie
X. Ji
Kelvin Szolnoky
Henrik Olsson
...
T. Tsuzuki
E. Janssen
L. Egevad
M. Eklund
K. Kartasalo
MedIm
AI4CE
52
3
0
28 Feb 2025
Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact
M. Bilal
Aadam
M. Raza
Youssef Altherwy
Anas Alsuhaibani
Abdulrahman Abduljabbar
Fahdah Almarshad
Paul Golding
Nasir M. Rajpoot
MedIm
LM&MA
91
7
0
12 Feb 2025
Evaluating Computational Pathology Foundation Models for Prostate Cancer Grading under Distribution Shifts
Fredrik K. Gustafsson
Mattias Rantalainen
OOD
MedIm
55
1
0
09 Oct 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology
Eric Zimmermann
Eugene Vorontsov
Julian Viret
Adam Casson
Michal Zelechowski
...
Razik Yousfi
Thomas J. Fuchs
Nicolò Fusi
Siqi Liu
Kristen Severson
MedIm
75
37
0
01 Aug 2024
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
Yingxue Xu
Yihui Wang
Fengtao Zhou
Jiabo Ma
Shu Yang
...
Anjia Han
Ronald Cheong Kin Chan
Li Liang
Xiuming Zhang
Hao Chen
65
19
0
22 Jul 2024
A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models
Gabriele Campanella
Shengjia Chen
Ruchika Verma
Jennifer Zeng
A. Stock
...
Kuan-lin Huang
Ricky Kwan
Jane Houldsworth
Adam J. Schoenfeld
Chad M. Vanderbilt
AI4MH
OOD
LM&MA
69
23
0
09 Jul 2024
An Empirical Study of Training Self-Supervised Vision Transformers
Xinlei Chen
Saining Xie
Kaiming He
ViT
146
1,862
0
05 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIP
VLM
828
29,341
0
26 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
...
Matthias Minderer
G. Heigold
Sylvain Gelly
Jakob Uszkoreit
N. Houlsby
ViT
557
40,961
0
22 Oct 2020
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
2.1K
193,814
0
10 Dec 2015
1