王梦莹

一、基本信息

姓名：王梦莹

出生年月：1994.03

学历与学位：博士研究生

职称：未定级

E-mail：mengyingw@hmc.edu.cn

二、个人简介

本科毕业于中国医科大学公共卫生学院预防医学专业，硕士及博士均就读于浙江大学公共卫生学院，分别获得营养与食品卫生学硕士学位及大数据健康科学博士学位。

研究领域涵盖(1)基于人工智能的营养与慢性病防控; (2) 基于人工智能的认知衰退疾病预测及机制研究。研究重点结合临床表型、流行病学调查、全基因组测序、宏基因组（肠道菌群）、颅脑MRI影像等多模态数据，应用机器学习和深度学习等人工智能方法，构建认知障碍及阿尔茨海默病的分类诊断模型，探索营养相关因素与慢性非传染性疾病发生发展的机制。近年来在 British Journal of Cancer、Genomics, Proteomics & Bioinformatics、Journal of Molecular Cell Biology、European Journal of Clinical Nutrition、Nutrition Journal 等国际期刊发表多篇sci论文，具有丰富的人群队列建设经验和跨学科研究背景。

三、研究方向

人工智能与营养流行病学

四、主要科研成果

1. Wang M, Sun L, Xu X, Dai R, Tan Q, Zhu Y, et al. Whole Genome Sequence Analysis Revealed Novel Subjective Cognitive Decline-associated Genes in 10,763 Chinese. Genomics, Proteomics & Bioinformatics. 2025.

2. Wang M, Wen CP, Pan J, Sun G, Chu DT-W, Tu H, et al. Chinese visceral adiposity index outperforms other obesity indexes in association with increased overall cancer incidence: findings from prospective MJ cohort study. British Journal of Cancer. 2025;133(2):227-38.

3. Li Z, Li J, Li J, Wang M, Xu A, Huang Y, et al. Development and Validation of a Brain Aging Biomarker in Middle-Aged and Older Adults: Deep Learning Approach. JMIR Aging. 2025;8:e73004.

4. Yu Q, Ma Q, Da L, Li J, Wang M, Xu A, et al. A transformer-based unified multimodal framework for Alzheimer's disease assessment. Computers in Biology and Medicine. 2024;180:108979.

5. Han S, Wu Q, Wang M, Yang M, Sun C, Liang J, et al. An integrative profiling of metabolome and transcriptome in the plasma and skeletal muscle following an exercise intervention in diet-induced obese mice. Journal of Molecular Cell Biology. 2023:mjad016.

6. Zhu J, Pan W, Fei X, Gao H, Wang M, Lu W, et al. Effects of food-derived oligopeptide iron chelates on liver injury and gut microbiota homeostasis in iron-deficiency anemia female rats: a pilot study. Food Funct. 2023;14(13):6049-61.

7. Wang M, Gao H, Wang J, Cao C, Ying X, Wei Y, et al. Global burden and inequality of iron deficiency: findings from the Global Burden of Disease datasets 1990-2017. Nutr J. 2022;21(1):16.

8. Wang MY, Guo YJ, Zhang Y, Xie SS, Yu ZY, Luo J, et al. Promoting healthy lifestyle in Chinese college students: evaluation of a social media-based intervention applying the RE-AIM framework. Eur J Clin Nutr. 2021;75(2):335-44.

9. Gong SQ, Ye TT, Wang MX, Wang MY, Li YF, Ma LN, et al. Traditional Chinese Medicine Formula Kang Shuai Lao Pian Improves Obesity, Gut Dysbiosis, and Fecal Metabolic Disorders in High-Fat Diet-Fed Mice. Front Pharmacol. 2020;11.

10. 高鹤,王梦莹,何雨飒,娜迪拉·依米提,刘羽,余志英,孙少红,李秀央,杨敏.浙江省直机关公务员亚健康状况及影响因素分析[J].中国卫生事业管理,2021,38(02):151-154.