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Machine Learning-Based Prediction of Depressive Disorders via Various Data Modalities:A Survey

Qiong Li Xiaotong Liu Xuecai Hu Md Atiqur Rahman Ahad Min Ren Li Yao Yongzhen Huang

自动化学报（英文版）2025，Vol.12Issue(7)：1320-1349,30.

自动化学报（英文版）2025，Vol.12Issue(7)：1320-1349,30.DOI:10.1109/JAS.2025.125393

Machine Learning-Based Prediction of Depressive Disorders via Various Data Modalities:A Survey

Qiong Li ¹Xiaotong Liu ¹Xuecai Hu ¹Md Atiqur Rahman Ahad ²Min Ren ¹Li Yao ¹Yongzhen Huang¹

作者信息

1. School of Artificial Intelligence,Beijing Normal University,Beijing 100875,China
2. Department of Computer Science and Digital Technologies,University of East London,University Way,London E16 2RD,UK
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摘要

关键词

Audiovisual data/brain imaging/depression predic-tion/electrophysiological signals/machine learning/text

Key words

Audiovisual data/brain imaging/depression predic-tion/electrophysiological signals/machine learning/text

引用本文复制引用

Qiong Li,Xiaotong Liu,Xuecai Hu,Md Atiqur Rahman Ahad,Min Ren,Li Yao,Yongzhen Huang..Machine Learning-Based Prediction of Depressive Disorders via Various Data Modalities:A Survey[J].自动化学报（英文版）,2025,12(7):1320-1349,30.

基金项目

This work was supported by the National Natural Science Foundation of China(62276025,62206022),the Shenzhen Technology Plan Program(KQTD20170331093217368),and the China Postdoctoral Science Foundation(BX20230044,2023M730290). （62276025,62206022）

自动化学报（英文版）

ISSN：2329-9266

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