A comparative study of machine learning models for microbiome-based diagnosis and multi-class staging of colorectal cancer
G
Guang Liu
X
Xiaolong Zhang
(State Key Laboratory of Precision and Intelligent Chemistry, Hefei National Research Center for Physical Sciences at the Microscale, School of Chemistry and Materials Science)
X
Xin Lai
X
Xiaoyan Zhu
L
Lili Su
(iHuman Institute, ShanghaiTech University)
J
Jiayin Wang
(State Key Laboratory of Biocontrol, School of Ecology, Sun Yat-sen University)
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 1, Issue 1
Published
June 14, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (6)
G
Guang Liu
X
Xiaolong Zhang
State Key Laboratory of Precision and Intelligent Chemistry, Hefei National Research Center for Physical Sciences at the Microscale, School of Chemistry and Materials Science
X
Xin Lai
X
Xiaoyan Zhu
L
Lili Su
iHuman Institute, ShanghaiTech University
J
Jiayin Wang
State Key Laboratory of Biocontrol, School of Ecology, Sun Yat-sen University
Related Articles from this Journal
AI models of unstable flow exhibit hallucination
Ramdhan Wibawa, Birendra Jha
Aug 2026
10.1038/s41598-026-64023-8
The MCAA-YOLO + XPBI integrated model provides a hybrid intelligent measurement method for predicting the body weight of Hu sheep
Hang Zhang, Yuang Cheng et al.
Aug 2026
10.1038/s41598-026-64075-w
Application of iron nano-biofertilizers as a sustainable approach to enhance growth and micronutrient uptake in soybean
Ava Mohrazi, Reza Ghasemi-Fasaei
Aug 2026
10.1038/s41598-026-66011-4
Adolescents’ status-dependent public and private conformity to prosocial and antisocial decisions in a public goods game
Niloofar Saeedi, Khatereh Borhani et al.
Aug 2026
10.1038/s41598-026-64831-y
An explainable hierarchical capsule network framework for supporting expert sensory evaluation of herbal medicines with natural language generation
Hyein Lee, Dae-Hyun Jung
Aug 2026
10.1038/s41598-026-64156-w