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Research on Depression Negative Risk Speech Prediction Model Based on Spatio-Temporal Feature Fusion

Research on Depression Negative Risk Speech Prediction Model Based on Spatio-Temporal Feature Fusion

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600122168
Enrollment
Unknown
Registered
2026-04-09
Start date
2026-04-30
Completion date
Unknown
Last updated
2026-04-14

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Major Depressive Disorder (MDD)

Interventions

Low Suicide Risk Depression Group:no
High Suicide Risk Depression Group:no
Healthy Control Group:no

Sponsors

Hefei Fourth Peoples Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 60 Years

Inclusion criteria

Inclusion criteria: 1. Major Depression High Suicide Risk Group: (1) Meets DSM-5 diagnostic criteria for depression and is independently diagnosed by two psychiatrists of associate senior level or above, reaching a consensus. (2) Assessed as high risk using the Suicide Ideation Scale (SSI), defined as an SSI total score =6 or the presence of clear suicidal thoughts, plans, or behaviors. (3) Aged 18-60, of Han ethnicity, any gender. (4) At least junior high school education, able to understand the study content and communicate effectively. (5) Voluntarily participate and sign written informed consent. 2. Major Depression Low Suicide Risk Group: Inclusion criteria are basically the same as the high-risk group, with the core difference being risk assessment: SSI total score <6, and no clear suicidal thoughts, plans, or behaviors. 3. Healthy Control Group: (1) Matched with the case groups in terms of age, gender, and education level. (2) At least junior high school education, normal audiovisual ability. (3) Confirmed to have no current or past history of any mental disorder through standardized mental examinations and diagnostic interviews. (4) Voluntarily participate and sign written informed consent.

Exclusion criteria

Exclusion criteria: 1. Exclusion criteria for the patient group: (1) Suffering from severe uncontrolled physical diseases (such as cardiovascular, respiratory, or organic neurological diseases) that may affect speech or cognitive function. (2) History of dependence on or abuse of psychoactive substances, or any use within three months prior to enrollment. (3) Presence of severe impulsive behavior or currently in a high-risk suicidal state requiring urgent intervention. (4) Received modified electroconvulsive therapy (MECT) within one month before enrollment. (5) Currently taking medications that may significantly affect language function (such as high-dose sedatives or anticholinergic drugs). (6) Comorbid other psychiatric disorder diagnoses (such as schizophrenia, bipolar disorder, etc.). (7) Presence of severe speech or hearing impairment. 2. Exclusion criteria for the healthy control group: (1) Current or past history of any psychiatric disorder, or a family history of psychiatric disorders in first- or second-degree relatives. (2) Presence of hearing, speech expression disorders, or diseases of the articulatory organs. (3) Currently taking medications that affect mental state or speech expression. (4) Experienced major life stressors or traumatic events within the past three months.

Design outcomes

Primary

MeasureTime frame
Diagnosis and Severity;

Secondary

MeasureTime frame
clinical phenotype;

Countries

China

Contacts

Public ContactLiling Gao

Hefei Fourth Peoples Hospital

lilinggao868@sina.com+86 551 6361 6012

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 17, 2026