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Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model
  Generalization in Digital Pathology

Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology

3 May 2023
Sai Chowdary Gullapally
Yibo Jacky Zhang
Nitin Mittal
Deeksha Kartik
Sandhya Srinivasan
Kevin Rose
Daniel Shenker
Dinkar Juyal
Harshith Padigela
Raymond Biju
Victor Minden
Chirag Maheshwari
Marc Thibault
Zvi Goldstein
Luke Novak
Nidhi Chandra
Justin Lee
Aaditya (Adi) Prakash
Chintan Shah
J. Abel
D. Fahy
A. Taylor-Weiner
Anand Sampat
ArXivPDFHTML

Papers citing "Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology"

7 / 7 papers shown
Title
SRA: A Novel Method to Improve Feature Embedding in Self-supervised
  Learning for Histopathological Images
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images
Hamid Manoochehri
Bodong Zhang
Beatrice Knudsen
Tolga Tasdizen
34
1
0
23 Oct 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in
  Pathology
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
46
30
0
01 Aug 2024
PLUTO: Pathology-Universal Transformer
PLUTO: Pathology-Universal Transformer
Dinkar Juyal
Harshith Padigela
Chintan Shah
Daniel Shenker
Natalia Harguindeguy
...
E. Walk
J. Abel
Harsha Pokkalla
A. Beck
S. Grullon
MedIm
ViT
LM&MA
33
12
0
13 May 2024
Adapting Self-Supervised Learning for Computational Pathology
Adapting Self-Supervised Learning for Computational Pathology
Eric Zimmermann
Neil Tenenholtz
James Hall
George Shaikovski
Michal Zelechowski
...
Fausto Milletari
Julian Viret
Eugene Vorontsov
Siqi Liu
Kristen Severson
OOD
46
1
0
02 May 2024
Virchow: A Million-Slide Digital Pathology Foundation Model
Virchow: A Million-Slide Digital Pathology Foundation Model
Eugene Vorontsov
Alican Bozkurt
Adam Casson
George Shaikovski
Michal Zelechowski
...
Razik Yousfi
Christopher Kanan
David Klimstra
B. Rothrock
Thomas J. Fuchs
MedIm
13
82
0
14 Sep 2023
Standardized CycleGAN training for unsupervised stain adaptation in
  invasive carcinoma classification for breast histopathology
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
Nicolas Nerrienet
Rémy Peyret
Marie Sockeel
Stéphane Sockeel
MedIm
35
4
0
30 Jan 2023
Domain-Adversarial Training of Neural Networks
Domain-Adversarial Training of Neural Networks
Yaroslav Ganin
E. Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
M. Marchand
Victor Lempitsky
GAN
OOD
179
9,357
0
28 May 2015
1