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NCT04536701 · ClinicalTrials.gov registry record · NA
Learning and Improving Alzheimer's Patient-Caregiver Relationships Via Smart Healthcare Technology
A NA study, sponsored by Ohio State University.
- Completed
- Registry status
- NA
- Development phase
- 22
- Enrollment target
NCT04536701 is a NA study that has completed, run by Ohio State University. The registered enrollment target is 22 participants.
The verdict
NCT04536701, a NA study, has completed, sponsored by Ohio State University.
- COMPLETED
- Registry status
- NA
- Development phase
- 22 participants
- Enrollment target
Study Summary
The purpose of this project is to develop a monitoring, modeling, and interactive recommendation solution (for caregivers) for in-home dementia patient care that focuses on caregiver-patient relationships. This includes monitoring for mood and stress and analyzing the significance of monitoring those attributes to dementia patient care and subsequent behavior dynamics between the patient and caregiver. In addition, novel and adaptive behavioral suggestions at the right moments aims at helping improve familial interactions related to caregiving, which over time should ameliorate the stressful effects of the patient's illness and reduce strain on caregivers. The technical solution consists of a core set of statistical learning based techniques for automated generation of specialized modules required by in-home dementia patient care. There are three main technical components in the solution. The first obtains textual content and prosody from voice and uses advanced machine learning techniques to create classification models. This approach not only monitors patients' behavior, but also caregivers', and infers the underlying dynamics of their interactions, such as changes in mood and stress. The second is the automated creation of classifiers and inference modules tailored to the particular patients and dementia conditions (such as different stages of dementia). The third is an adaptive recommendation system that closes the loop of an in-home behavior monitoring system.
Interventions
- BEHAVIORAL Mood Monitoring and Behavioral Recommendation System
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 22 participants |
| Start Date | 2021-02-19 |
| Est. Completion | 2024-12-31 |
| Phase | NA |
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Full Details on ClinicalTrials.gov ↗What the Registry Record Tells You About NCT04536701
The ClinicalTrials.gov registry entry for NCT04536701 describes a study currently listed as completed, categorized as NA. The registered enrollment target is 22 participants, a figure that helps gauge the scale of data the investigators plan to collect. The listed sponsor is Ohio State University, which has 552 total studies on file at ClinicalTrials.gov.
The record links to 0 conditions, and to 1 intervention - of which Mood Monitoring and Behavioral Recommendation System is the first listed.
NCT04536701 reports 0 study locations.
Frequently Asked Questions
What is clinical trial NCT04536701 about?
NCT04536701 is a clinical study titled "Learning and Improving Alzheimer's Patient-Caregiver Relationships Via Smart Healthcare Technology". The purpose of this project is to develop a monitoring, modeling, and interactive recommendation solution (for caregivers) for in-home dementia patient care that focuses on caregiver-patient relationships. This includes monitoring for mood and stress and analyzing the significance of monitoring thos...
What is the current status of trial NCT04536701?
This trial is currently completed. It is a NA study. The enrollment target is 22 participants. The study started on 2021-02-19. Estimated completion is 2024-12-31.
What interventions are being tested in trial NCT04536701?
The interventions under investigation include: Mood Monitoring and Behavioral Recommendation System (BEHAVIORAL).
Who is sponsoring clinical trial NCT04536701?
This trial is sponsored by Ohio State University, which has 552 total clinical trials registered on ClinicalTrials.gov.
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