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Research on the Emotional Linkage Characteristics and Nursing Intervention Model of Stroke Patients and Their Families Based on Multimodal Emotion Recognition

Research on the Emotional Linkage Characteristics and Nursing Intervention Model of Stroke Patients and Their Families Based on Multimodal Emotion Recognition

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2600116727
Enrollment
Unknown
Registered
2026-01-14
Start date
2026-01-15
Completion date
Unknown
Last updated
2026-01-27

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

Conditions

stroke

Interventions

Control group:Receive standard stroke care measures, including basic nursing care, rehabilitation education, and nurses' empirical emotional assessment and communication, without providing systematic
Experimental group:In addition to the control group, participants received an AI-assisted closed-loop emotional intervention pathway.

Sponsors

The Second Affiliated Hospital of Fujian Medical University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: Inclusion criteria for patients: 1. Age =18 years; 2. Confirmed diagnosis of ischemic or hemorrhagic stroke by CT or MRI; 3. Stable vital signs, clear consciousness, and ability to cooperate with scale assessment; 4. No severe cognitive impairment; 5. Signed informed consent form. Inclusion criteria for family members: 1. as primary caregivers, with accompanying time =50% of hospitalization duration; 2. age =18 years, capable of independently using smart devices and completing questionnaires; 3. consent and signed informed consent.

Exclusion criteria

Exclusion criteria: Exclusion criteria for patients: 1. Those with severe somatic or psychiatric disorders, communication impairments, or inability to complete follow-up; 2. Participants in other intervention research projects. Exclusion criteria for family members: 1. Significant cognitive impairment; 2. History of severe anxiety, depression, or clearly diagnosed mental disorders; 3. Inability to consistently participate in the entire intervention process (e.g., due to job changes).

Design outcomes

Primary

MeasureTime frame
anxiety;Depression;

Secondary

MeasureTime frame
Self-esteem;Sickness and shame;Self-efficacy;Quality of life;Rehabilitation adherence;Caregiver burden;Family support;Sentiment linkage index;Synchronization/lag features;System consistency;System availability;

Countries

China

Contacts

Public ContactJing Xiong

The Second Affiliated Hospital of Fujian Medical University

wmk0725@126.com+86 131 5903 3657

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026