Machine learning-based multimodal biomarkers enable accurate diagnosis and early detection of pancreatic ductal adenocarcinoma

T Tsung-Hung Yao W Warapen Treekitkarnmongkol N Nagireddy Putluri D Deivendran Sankaran T Tristian Nguyen S Seetharaman Balasenthil M Mark W. Hurd M Meng Chen (State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering) R Randall E. Brand P Paul D. Lampe A Abu Hena M. Kamal V Vasanta Putluri T Tony Y. Hu A Anirban Maitra E Eugene J. Koay A Ann M. Killary S Subrata Sen S Suprateek Kundu

Article Details

Volume / Issue Vol. 16, Issue 1
Published January 07, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (18)

T

Tsung-Hung Yao

W

Warapen Treekitkarnmongkol

N

Nagireddy Putluri

D

Deivendran Sankaran

T

Tristian Nguyen

S

Seetharaman Balasenthil

M

Mark W. Hurd

M

Meng Chen

State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering

R

Randall E. Brand

P

Paul D. Lampe

A

Abu Hena M. Kamal

V

Vasanta Putluri

T

Tony Y. Hu

A

Anirban Maitra

E

Eugene J. Koay

A

Ann M. Killary

S

Subrata Sen

S

Suprateek Kundu