Multimodal Identification of Depressive Symptoms in the E... | NCT07112118

Studies
Multimodal Identification of Depressive Symptoms in the Elderly

NCT07112118

Sponsor

Wuhan Mental Health Centre

Status

Not yet recruiting

Last Update Posted

Aug 11, 2025Actual

Enrollment

2,000Estimated

Phase

Not provided

Conditions

Depression

Interventions

data collection

Countries

China

Protocol Section

Identification Module Status Module Sponsor/Collaborators Module Oversight Module Description Module Conditions Module Design Module Arms/Interventions Module Outcomes Module Eligibility Module Contacts/Locations Module References Module IPD Sharing Statement Module

Results Section

Participant Flow Module Baseline Characteristics Module Outcome Measures Module Adverse Events Module More Info Module

Annotation Section

Annotation Module

Document Section

Large Document Module

Derived Section

Miscellaneous Info Module Condition Browse Module Intervention Browse Module

Protocol Section

Identification Module

NCT ID

Results Section

No data available

No data is available for this block.

Annotation Section

No data available

No data is available for this block.

Document Section

No data available

No data is available for this block.

Derived Section

Miscellaneous Info Module

Version Holder

ID	Type	Description	Link
72404094	Other Grant/Funding Number	National Natural Science Foundation of China

Status Module

Record Verification Date

Jul 2025

Overall Recruitment Status or Expanded Access Status

Not yet recruiting

Last Known Status

Not provided

Delayed Posting

Not provided

Why Stopped

Not provided

Expanded Access Info

Start Date

Sep 1, 2025Estimated

Primary Completion Date

Sep 1, 2026Estimated

Completion Date

Dec 30, 2027Estimated

First Submitted Date

Jul 17, 2025

First Submission Date that Met QC Criteria

Aug 5, 2025

First Posted Date

Aug 8, 2025Actual

Results Waived

Not provided

Results First Submitted Date

Not provided

Results First Submitted that Met QC Criteria

Not provided

Results First Posted Date

Not provided

Certification/Extension (aka Delayed Results) First Submitted Date

Not provided

Certification/Extension First Submitted that Passed QC Review

Not provided

Certification/Extension First Posted Date

Not provided

Last Update Submitted Date

Aug 7, 2025

Last Update Posted Date

Aug 11, 2025Actual

Oversight Module

Has Data Monitoring Committee (DMC)

Yes

Is FDA Regulated Drug

Not provided

Is FDA Regulated Device

Not provided

Is Unapproved Device

Not provided

Pediatric Postmarket Surveillance of a Device Product

Not provided

Product Exported from US

Not provided

FDAAA801 Violation

Not provided

Description Module

Brief Summary

Screening with depression scales alone is subjective, and relying on single-modal data often leads to incomplete identification of symptoms that are easily missed or misdiagnosed. In this study, we first aim to use artificial intelligence to construct a depression symptom recognition model, concatenate multimodal features such as facial expression, audio, text, and postural behavior, and deeply fuse them to construct a multimodal model.

Detailed Description

Not provided

Design Module

Study Type

Observational

Number of References to an Expanded Access Study

Not provided

Expanded Access Types

Not provided

Patient Registry

Target Follow-Up Duration

Not provided

Phases

Not provided

Interventional Study Design

Allocation

Not provided

Intervention Model

Biospecimen

No data available

No data is available for this block.

Enrollment

2,000Estimated

Arms/Interventions Module

Arm Groups

Label	Type	Description	Intervention Names
non-depression		Elderly people without depressive symptoms	Other: data collection
depression		Elderly people at risk of depression	Other: data collection

Interventions

Name	Type	Description	Arm Group Labels	Other Names
data collection	Other	Collect the facial expressions, audio, text and postural behavior data of the respondents using electronic devices.	depression non-depression

Outcomes Module

Primary Outcomes

Measure	Description	Time Frame
Use the PHQ-9 (Patient Health Questionnaire - 9 ) to assess whether the respondents have depressive symptoms. The scale score is one point for each item.	If the PHQ-9 score is 5 or higher, it is determined as a positive sign of depressive symptoms.	2025.09.01-2026.09.01

Secondary Outcomes

Not provided

Other Outcomes

Not provided

Eligibility Module

Eligibility Criteria

Inclusion Criteria:

Elderly individuals aged 60 years or older.
Residents of the community (with residence time of more than 6 months).
Possessing certain reading, writing and comprehension skills, being able to communicate with researchers without obstacles, and being able to independently complete the measurement of various indicators or, although unable to independently fill out the questionnaire, being able to independently make evaluations of the questionnaire items.
Those who have given informed consent.

Exclusion Criteria:

Those who meet the diagnostic criteria for cognitive impairment (dementia) as stipulated in DSM-5, and/or who suffer from severe physical diseases (such as advanced cancer, cardiovascular and cerebrovascular diseases, etc.).
Those who are undergoing antidepressant treatment.
Elderly individuals who have had suicidal thoughts in any psychological assessment, should be referred to the psychological hotline platform in Wuhan.

Accepts Healthy Volunteers

Yes

Sex

All

Sex/Gender Based

Not provided

Sex/Gender Description

Not provided

Minimum Age

60 Years

Maximum Age

100 Years

Standard Ages

AdultOlder Adult

Study Population

Elderly individuals aged 60 years or older

Sampling Method

Probability Sample

Contacts/Locations Module

Central Contacts

Name	Role	Phone	Extension	Email
Xiuxiu Zhou, PhD	Contact	86+13545075638		xiuxiuzhou@hust.edu.cn

Overall Officials

Name	Affiliation	Role
Xiaoxv Yin, PhD	Huazhong University of Science and Technology	Study Chair

Locations

Facility	Status	City	State	ZIP	Country	Contacts
Wuhan Mental Health Center		Wuhan	Hubei	430012	China

IPD Sharing Statement Module

Plan to Share IPD

Description

Not provided

Types

Not provided

Time Frame

Not provided

Access Criteria

Not provided

URL

Not provided

ID	Term
D003863	Depression

ID	Term
D001526	Behavioral Symptoms
D001519	Behavior

Intervention Browse Module

MeSH Terms

ID	Term
D003625	Data Collection

Ancestor Terms

ID	Term
D004812	Epidemiologic Methods
D008919	Investigative Techniques
D017531	Health Care Evaluation Mechanisms
D011787	Quality of Health Care

Browse Leaves

Not provided

Browse Branches

Not provided