Interpretable molecular decision-making with DNA-based scalable and memory-efficient tree computation

J Junlan Liu Q Qian Tang (Hangzhou Institute of Medicine) Y Yongqi Han J Jinxing Song F Fei Wang P Pei Guo (Hangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China) C Chunhai Fan (State Key Laboratory of Synergistic Chem-Bio Synthesis, School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, Zhang Jiang Institute for Advanced Study and National Center for Translational Medicine) W Weihong Tan (Institute of Molecular Medicine (IMM), Department of Nephrology, Molecular Cell Laboratory for Kidney Disease, Shanghai Peritoneal Dialysis Research Center, Uremia Diagnosis and Treatment Center, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine, School of Chemistry and Chemical Engineering) D Da Han (Hangzhou Institute of Medicine)

Article Details

Volume / Issue Vol. 16, Issue 1
Published November 21, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (9)

J

Junlan Liu

Q

Qian Tang

Hangzhou Institute of Medicine

Y

Yongqi Han

J

Jinxing Song

F

Fei Wang

P

Pei Guo

Hangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China

C

Chunhai Fan

State Key Laboratory of Synergistic Chem-Bio Synthesis, School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, Zhang Jiang Institute for Advanced Study and National Center for Translational Medicine

W

Weihong Tan

Institute of Molecular Medicine (IMM), Department of Nephrology, Molecular Cell Laboratory for Kidney Disease, Shanghai Peritoneal Dialysis Research Center, Uremia Diagnosis and Treatment Center, State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine, School of Chemistry and Chemical Engineering

D

Da Han

Hangzhou Institute of Medicine