Exploring the ability of vocal biomarkers in distinguishing depression from bipolar disorder, schizophrenia, and healthy controls

首页 > 成果 > 详情

认领

导出

Link by DOI

反馈

作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Pan, Wei;Deng, Fusong;Wang, Xianbin;Hang, Bowen;Zhou, Wenwei;...

通讯作者：

Zhu, TS

作者机构：

[Pan, Wei; Hang, Bowen; Zhou, Wenwei; Wang, Xianbin] Minist Educ, Key Lab Adolescent Cyberpsychol & Behav CCNU, Wuhan, Peoples R China.

[Pan, Wei; Hang, Bowen; Zhou, Wenwei; Wang, Xianbin] Cent China Normal Univ, Sch Psychol, Wuhan, Peoples R China.

[Pan, Wei; Hang, Bowen; Zhou, Wenwei; Wang, Xianbin] Key Lab Human Dev & Mental Hlth Hubei Prov, Wuhan, Peoples R China.

[Deng, Fusong] Wuhan Univ Sci & Technol, Wuhan Wuchang Hosp, Wuchang Hosp, Wuhan, Peoples R China.

[Zhu, Tingshao] Chinese Acad Sci, Inst Psychol, Beijing, Peoples R China.

通讯机构：

[Zhu, TS ]

Chinese Acad Sci, Inst Psychol, Beijing, Peoples R China.

Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing, Peoples R China.

语种：

英文

关键词：

bipolar disorder;depression;healthy controls;i-vectors;logistic regression MFCCs;schizophrenia

期刊：

FRONTIERS IN PSYCHIATRY

ISSN：

1664-0640

年：

2023

卷：

页码：

1079448

DOI：

10.3389/fpsyt.2023.1079448

基金类别：

This work was supported by the Fundamental Research Funds for the Central Universities (CCNU21XJ021), Knowledge Innovation Program of Wuhan-Shuguang Project (2022020801020288), and the Research Program Funds of the Collaborative Innovation Center of Assessment toward Basic Education Quality (2022-04-030-BZPK01).

机构署名：

本校为第一机构

院系归属：

心理学院

摘要：

Background: Vocal features have been exploited to distinguish depression from healthy controls. While there have been some claims for success, the degree to which changes in vocal features are specific to depression has not been systematically studied. Hence, we examined the performances of vocal features in differentiating depression from bipolar disorder (BD), schizophrenia and healthy controls, as well as pairwise classifications for the three disorders. Methods: We sampled 32 bipolar disorder patients, 106 depression patients, 114 healthy c...

反馈

产权有误：本人成果被他人认领

数据有误：数据基本信息有误

归属有误：成果的院系归属、机构署名归属有误

其他原因：

验证码：

看不清楚，换一个

确定

取消

成果认领

标题：

用户	作者	通讯作者	--
	请选择	请选择	--

确定

取消

Exploring the ability of vocal biomarkers in distinguishing depression from bipolar disorder, schizophrenia, and healthy controls

反馈

成果认领

提示

该栏目需要登录且有访问权限才可以访问