Tracking cognitive decline at home using sensors

Automatic Assessment of Neuropsychiatric Symptoms at Home Predictive of Mental Health and Cognitive Disorders Using Non-Intrusive Ambient Intelligence Technologies

Stanford University · NCT06704971

This study is testing if in-home sensors can help track daily activities and mood changes in people with mild cognitive impairment and dementia to better understand their cognitive decline.

Quick facts

Study typeObservational
Enrollment25 (estimated)
Ages65 Years and up
SexAll
SponsorStanford University (other)
Locations1 site (Palo Alto, California)
Trial IDNCT06704971 on ClinicalTrials.gov

What this trial studies

This observational study aims to monitor neuropsychiatric symptoms in individuals with mild cognitive impairment and dementia by utilizing in-home sensors. Participants will have a small camera installed in their living space to collect data on daily activities over a period of 7 to 30 days. Alongside this, participants and their caregivers will complete regular surveys regarding mood and functioning. The collected data will be analyzed to identify patterns that correlate with behavioral assessments, aiding in accurate diagnosis and monitoring of cognitive decline.

Who should consider this trial

Good fit: Ideal candidates include individuals aged 65 and older, with or without mild to moderate dementia, and those who have a study partner available for regular communication.

Not a fit: Patients with severe mobility impairments or those residing in non-home settings, such as skilled nursing facilities, may not benefit from this study.

Why it matters

Potential benefit: If successful, this study could provide a more accurate and unobtrusive method for tracking cognitive decline, leading to better diagnosis and management of dementia-related conditions.

How similar studies have performed: While similar approaches have been explored, this specific methodology of using in-home sensors for tracking cognitive decline is relatively novel.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion criteria:

* Age 65+ years old
* Any age and ethnicity.
* With or without, or at risk of mild to moderate dementia and healthy controls.
* Availability of a study partner (informant) who has contact with the patient at least once a week (this can also be the surrogate/LAR but does not necessarily have to be)

Exclusion criteria:

* Those with severe mobility impairments
* participants in non-home settings (skilled nursing facilities, etc.).

Where this trial is running

Palo Alto, California

Study contacts

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.

View on ClinicalTrials.gov →

Conditions: Mild Cognitive Impairment, Mild Dementia, Dementia Alzheimers, Dementia, Memory Impairment, NPS

Last reviewed 2026-05-15 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.