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2301.09617
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Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study
23 January 2023
S. J. Wagner
Daniel Reisenbüchler
N. West
J. Niehues
G. P. Veldhuizen
P. Quirke
H. Grabsch
P. Brandt
G. Hutchins
S. Richman
T. Yuan
R. Langer
J. Jenniskens
K. Offermans
W. Mueller
R. Gray
S. Gruber
J. Greenson
G. Rennert
J. Bonner
D. Schmolze
J. James
M. Loughrey
M. Salto‐Tellez
Hermann Brenner
Michael Hoffmeister
Daniel Truhn
Julia A. Schnabel
Melanie Boxberg
T. Peng
Jakob Nikolas Kather
3DV
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Papers citing
"Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study"
7 / 7 papers shown
Title
Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Records
Shuai Jiang
Christina Robinson
Joseph Anderson
William Hisey
Lynn Butterly
A. Suriawinata
Saeed Hassanpour
19
0
0
13 Oct 2024
CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\&E stained images
Hadar Hezi
Matan Gelber
Alexander Balabanov
Y. Maruvka
Moti Freiman
23
3
0
29 Jan 2024
B-Cos Aligned Transformers Learn Human-Interpretable Features
Manuel Tran
Amal Lahiani
Yashin Dicente Cid
Melanie Boxberg
Peter Lienemann
C. Matek
S. J. Wagner
Fabian J. Theis
Eldad Klaiman
Tingying Peng
MedIm
ViT
21
2
0
16 Jan 2024
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
A General-Purpose Self-Supervised Model for Computational Pathology
Richard J. Chen
Tong Ding
Ming Y. Lu
Drew F. K. Williamson
Guillaume Jaume
...
Judy J. Wang
Walt Williams
L. Le
Georg Gerber
Faisal Mahmood
MedIm
28
42
0
29 Aug 2023
Deep Multiple Instance Learning with Distance-Aware Self-Attention
Georg Wolflein
Lucie Charlotte Magister
Pietro Lio
David J. Harrison
Ognjen Arandjelovic
27
2
0
17 May 2023
Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction
Daniel Reisenbüchler
S. J. Wagner
Melanie Boxberg
T. Peng
MedIm
32
22
0
13 May 2022
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