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NCT04358900Completed

Unobtrusive Monitoring of Affective Symptoms and Cognition Using Keyboard Dynamics (UnMASCK)

Unobtrusive Monitoring of Affective Symptoms and Cognition Using Keyboard Dynamics

Source: ClinicalTrials.gov · Last updated 15 May 2026

Brief summary (registry, in English)

Mood disorders are associated with significant financial and health costs for the United States, partially due to cognitive problems in these patients that can worsen disease course and impair treatment response. This study proposes to use smartphone-based technology to monitor cognitive problems in patients with mood disorders by linking brain network changes with predicted worsening of mood symptoms. The proposed study will provide evidence for using smartphone-based passive sensing as a cost-effective way to predict illness course and treatment response.

Status (registry)
Completed
Study type
Observational
Enrollment
132 (actual)
First submitted
8 Apr 2020
Start date
17 Sept 2020
Primary completion date
31 Mar 2025
Lead sponsor
University of Illinois Chicago
NCT number
NCT04358900

What you commit to

  • Study type: Observational
  • Participants enrolled: 132
  • From 17 Sept 2020 to the primary completion date, 31 Mar 2025
  • 1 site in 1 country
  • Visits and tests: ask the trial team, the registry does not list them

Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.

Who cannot take part

Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.

Other illness

  • Severe cognitive impairment secondary to a neurological disorder (mild cognitive impairment, neurocognitive disorders, traumatic brain injury, developmental delay)
  • Active moderate or severe alcohol and/or substance use disorders;
  • Major medical or neurologic illness that would interfere with protocol adherence and/or interpretation of findings; and

Other

  • Active suicidal ideation as determined by the Columbia Suicide Severity Rating Scale (C-SSRS)(50), suicide attempt in the last 3 months
  • Presence of contraindications to MRI.
  • Pregnancy (positive pregnancy test), trying to become pregnant, or lactation.

Who the study is looking for

  • 25-50 years, as age-related declines in brain connectivity occur starting around 40-45 years of age (49-51);
  • Participants must meet criteria for one of the following disorders according to Diagnostic and Statistical Manual of Mental Disorders-5 criteria (52): major depressive disorder (MDD), persistent depressive disorder (PDD), bipolar disorder (BD) type I/type II, cyclothymia. To ensure adequate representation across diagnostic categories (including controls), the investigators will cap enrollment of major mood disorders (MDD, BD type I/II) to 50%, PDD and cyclothymia to 25% and recruit a healthy comparison group to comprise the remaining 25% of the sample.
  • Own a BiAffect-compatible smartphone.

Age in the registry: 25 years to 50 years · Sex: All · Accepts healthy volunteers

Full criteria on ClinicalTrials.gov

Sites (1)

Sites in registry order. Pick your city on the disease page to sort them by distance.

SiteCityCountrySite status
University of Illinois at Chicago
Coordinator of this site? Confirm its status
ChicagoUnited StatesUnknown status

This page is information, not medical advice. Discuss any trial with your doctor.