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

Volume / Issue Vol. 15, Issue 1
Published October 02, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

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