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A Clinical Benchmark of Public Self-Supervised Pathology Foundation
  Models

A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models

9 July 2024
Gabriele Campanella
Shengjia Chen
Ruchika Verma
Jennifer Zeng
A. Stock
Matt Croken
Brandon Veremis
Abdulkadir Elmas
Kuan-lin Huang
Ricky Kwan
Jane Houldsworth
Adam J. Schoenfeld
Chad M. Vanderbilt
    AI4MH
    OOD
    LM&MA
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Papers citing "A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models"

4 / 4 papers shown
Title
Phikon-v2, A large and public feature extractor for biomarker prediction
Phikon-v2, A large and public feature extractor for biomarker prediction
Alexandre Filiot
Paul Jacob
Alice Mac Kain
Charlie Saillard
MedIm
32
16
0
13 Sep 2024
Computational Pathology at Health System Scale -- Self-Supervised
  Foundation Models from Three Billion Images
Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images
Gabriele Campanella
Ricky Kwan
Eugene Fluder
Jennifer Zeng
A. Stock
...
Adam J. Schoenfeld
Chad M. Vanderbilt
P. Kovatch
Carlos Cordon-Cardo
Thomas J. Fuchs
MedIm
52
24
0
10 Oct 2023
Masked Autoencoders Are Scalable Vision Learners
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
258
7,337
0
11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
0
29 Apr 2021
1