Contrastive learning uncovers cellular interactions and morphologies in the tumor microenvironment of lung adenocarcinoma linked to immunotherapy response
H
Hortense Le
N
Nicolas Coudray
A
Anna Yeaton
S
Sitharam Ramaswami
A
Afreen Karimkhan
W
Wei-Yi Cheng
J
James Cai
T
Tai-Hsien Ou Yang
(Roche Pharma Research and Early Development, Data and Analytics, Roche Translational & Clinical Research Center, F. Hoffmann-La Roche Ltd.)
S
Salman R. Punekar
(NYU Langone Health, New York)
L
Luis Chiriboga
V
Vamsidhar Velcheti
K
Kwok-Kin Wong
D
Daniel H. Sterman
A
Andre L. Moreira
H
Harvey I. Pass
A
Aristotelis Tsirigos
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
October 02, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (16)
H
Hortense Le
N
Nicolas Coudray
A
Anna Yeaton
S
Sitharam Ramaswami
A
Afreen Karimkhan
W
Wei-Yi Cheng
J
James Cai
T
Tai-Hsien Ou Yang
Roche Pharma Research and Early Development, Data and Analytics, Roche Translational & Clinical Research Center, F. Hoffmann-La Roche Ltd.
S
Salman R. Punekar
NYU Langone Health, New York
L
Luis Chiriboga
V
Vamsidhar Velcheti
K
Kwok-Kin Wong
D
Daniel H. Sterman
A
Andre L. Moreira
H
Harvey I. Pass
A
Aristotelis Tsirigos
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