Integrating Digital Phenotypes and AI-Driven Cognitive-Behavioral Therapy: Advancing Precision Medicine in Depression Through Digital Medicine
1 other identifier
interventional
100
1 country
1
Brief Summary
This project aims to integrate digital phenotyping and AI-driven iCBT into a comprehensive platform for MDD diagnosis and treatment in Taiwan. The study will explore dynamic, real-time behavioral and physiological markers to refine diagnostic classifications and optimize personalized therapeutic strategies.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable
Started Jun 2025
Typical duration for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
June 1, 2025
CompletedFirst Submitted
Initial submission to the registry
March 20, 2026
CompletedFirst Posted
Study publicly available on registry
March 30, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 1, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
July 1, 2027
March 30, 2026
March 1, 2026
2 years
March 20, 2026
March 25, 2026
Conditions
Outcome Measures
Primary Outcomes (4)
Depression Severity
Depression severity is measured by the 21-item Hamilton Rating Scale for Depression (HAM-D). A higher score indicates greater severity, a score of ≥18 indicates moderate to severe depression.
Weeks 0, 1, 2, 4, 8, 12, 16, 20, 24
Depression Severity
Depression severity is measured by the 9-item Patient Health Questionnaire (PHQ-9). A score of ≥10 is the most common threshold used to identify individuals likely to have major depressive disorder.
Weeks 0, 1, 2, 4, 8,12, 16, 20, 24
Stress Level
Stress level is measured by the Life Events Perceived Stress (LEPS). A total score of ≥27 is widely recognized as the cut-off for high perceived stress.
Weeks 0, 1, 2, 4, 8,12, 16, 20, 24
Quality of Life Assessment
Quality of Life Assessment is measured by the EuroQol questionnaire (EQ-5D). The Index Score (usually 0 to 1), where 1.0 is full health, index scores below 0.6 are often characterized as representing low quality of life
Weeks 0, 1, 2, 4, 8, 12, 16, 20, 24
Secondary Outcomes (8)
Psychological well-being
Weeks 0, 4
Resilience Scale
Weeks 0, 4
Potential traumatic experiences
Weeks 0, 4
Nutrition Assessment
Weeks 0, 4
Peripheral Neuropathy Symptom Assessment
Weeks 0, 4
- +3 more secondary outcomes
Study Arms (2)
GPT-powered iCBT
EXPERIMENTALSham
SHAM COMPARATORInterventions
GPT-powered iCBT the participants will receive 8 sessions (30 minutes per session)
Sham (relaxation/supportive interaction) treatment at Day 2, 5, 9, 12, 16, 19, 23, 27.
Eligibility Criteria
You may qualify if:
- (1) Aged 18-75 years
- Diagnosis of major depressive disorder disorder (Based on Diagnostic Statistical Manual 5)
- item Hamilton Depression Scale (HAMD21)\>17
- No changes in current psychiatric treatment for depression (e.g., no treatment, antidepressant medication, psychotherapy, or non-invasive brain stimulation) within the past four weeks, and
- Full competency to understand the study details and provide written informed consent
You may not qualify if:
- Scores of 5 ( Markedly ill), 6,(Severely ill), and 7 (Among the most extremely ill) according to the Clinical Global Impression Scale-Severity (CGI-S)
- Psychotic disorders, bipolar affective disorder, a substance use disorders in the past 6 months, active suicidal or homicidal ideation (per assessment or HAMD\>3)
- Unstable or active medical illness.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Mind Body Interface Research Center (MBI Lab & Care)
Taichung, Taichung, 404, Taiwan
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- TRIPLE
- Who Masked
- PARTICIPANT, CARE PROVIDER, OUTCOMES ASSESSOR
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER GOV
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
March 20, 2026
First Posted
March 30, 2026
Study Start
June 1, 2025
Primary Completion (Estimated)
June 1, 2027
Study Completion (Estimated)
July 1, 2027
Last Updated
March 30, 2026
Record last verified: 2026-03
Data Sharing
- IPD Sharing
- Will not share