Machine learning outperforms large language models for survival prediction in advanced hepatocellular carcinoma: a multicenter study

J Jiacheng Tan Y Yangyang Li (Hefei National Laboratory for Physical Sciences at the Microscale, Key Laboratory of Surface and Interface Chemistry and Energy Catalysis of Anhui Higher Education Institutes, School of Chemistry and Materials Science) F Fengtao Zhang (State Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry) K Kai Sun Q Qingkang Zheng H Huanzhang Niu

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 30, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (6)

J

Jiacheng Tan

Y

Yangyang Li

Hefei National Laboratory for Physical Sciences at the Microscale, Key Laboratory of Surface and Interface Chemistry and Energy Catalysis of Anhui Higher Education Institutes, School of Chemistry and Materials Science

F

Fengtao Zhang

State Key Laboratory of Chemistry for NBC Hazards Protection, College of Chemistry

K

Kai Sun

Q

Qingkang Zheng

H

Huanzhang Niu