PREsurgical Cognitive Evaluation Via Digital clockfacEdrawing
- Conditions
- Cognitive Dysfunction
- Registration Number
- NCT03175302
- Lead Sponsor
- University of Florida
- Brief Summary
This study leverages a modernized digital version of a well-known cognitive screening tool to examine pre and post operative cognitive function after surgery in adults age 65 years or more. Machine learning algorithms will be applied to the hospital wide standard of care cognitive metric to identify risk for post-operative cognitive complications.
- Detailed Description
This proposal innovatively leverages a brief but informative digital test with machine learning to examine the subtlety of pre-surgery cognition within an extremely large number of older individuals screened preoperatively within an academic tertiary medical center. It also incorporates a unique group of well characterized non-surgery peers for demographic matching to assist with normal versus abnormal machine learning analyses.
Recruitment & Eligibility
- Status
- RECRUITING
- Sex
- All
- Target Recruitment
- 25240
- >/= 65 years of age
- screening within the University of Florida (UF) Health Preoperative clinic
- presurgical cognitive screening with the digital Clock Drawing Tool (dCDT)
- < 65 years of age
- did not complete screening within the UF Health Preoperative clinic
- did not complete the presurgical cognitive screening with the digital Clock Drawing Tool (dCDT)
Study & Design
- Study Type
- OBSERVATIONAL
- Study Design
- Not specified
- Primary Outcome Measures
Name Time Method Control and pre-surgery differences between digital behaviors up to one year Measure range of digital outcome differences
- Secondary Outcome Measures
Name Time Method Predictive validity of digital behaviors on outcome up to 1 year Digital tools will predict clinician reported events
Change over time in digital behavior between groups up to one year Surgery group and control group differences from baseline to one year
Related Research Topics
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Trial Locations
- Locations (1)
UF Health
🇺🇸Gainesville, Florida, United States
UF Health🇺🇸Gainesville, Florida, United StatesCatherine Price, Ph.D.Contact352-494-6999cep23@phhp.ufl.edu