Construction and validation of a novel nutrient-based index for risk of aging using an interpretable machine learning framework: results from two population-based studies.

Saved in:
Bibliographic Details
Title: Construction and validation of a novel nutrient-based index for risk of aging using an interpretable machine learning framework: results from two population-based studies.
Authors: Li RQ; School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, Guangdong Province, China., Lu TY; School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, Guangdong Province, China., Wang J; School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, Guangdong Province, China., Zhang WS; Guangzhou Twelfth People's Hospital, Guangzhou, China., Du J; Nutrilite Health Institute, Building 6, No.720, Cailun Road, Pudong New Area, Shanghai, China., Jin YL; Guangzhou Twelfth People's Hospital, Guangzhou, China., Kan JT; Nutrilite Health Institute, Building 6, No.720, Cailun Road, Pudong New Area, Shanghai, China., Lam TH; School of Public Health, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, China., Cheng KK; Institute of Applied Health Research, University of Birmingham, Birmingham, UK., Huang EY; Nutrilite Health Institute, Building 6, No.720, Cailun Road, Pudong New Area, Shanghai, China. huangyunzhiemma@sina.com., Xu L; School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, Guangdong Province, China. xulin27@mail.sysu.edu.cn.; School of Public Health, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, China. xulin27@mail.sysu.edu.cn.; Institute of Applied Health Research, University of Birmingham, Birmingham, UK. xulin27@mail.sysu.edu.cn.
Source: Nutrition journal [Nutr J] 2025 Dec 29; Vol. 24 (1), pp. 189. Date of Electronic Publication: 2025 Dec 29.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101152213 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2891 (Electronic) Linking ISSN: 14752891 NLM ISO Abbreviation: Nutr J Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1475-2891
DOI:10.1186/s12937-025-01256-9