Correlations Between Light Exposure Inputs and Sleep Quality Outputs
Erik Page, Blue Iris. The Blue Iris Labs pilot study investigated how personal light exposure affects sleep quality using a new wearable light sensor called the Speck.
Validating a Remote Sensor for Continuous Health Monitoring of Older Adults to Support Aging in Place and AD/ADRD Care Management
Ryan Gooch, TellUs You Care. Rebecca Spencer, UMass Amherst. This study will test Tellus's machine learning algorithms for tracking physiological and behavioral status using data from Tellus' radar device.
In-home Cognitive Improvement Training using EEG-NFB
Robert Hager, Preveal Technologies, Inc. Hassan Ghasemzadeh, ASU. The Preveal pilot project focused on developing an in-home cognitive improvement system using EEG-based neurofeedback (EEG-NFB) to monitor and enhance working memory in older adults.
Validating the Apple Watch for Passive Monitoring of Agitation in Patients with Dementia
James Mastrianni, The University of Chicago. Josh Kim, Adiona Health. This project seeks to validate a novel machine learning technique that analyzes motion data from an accelerometer in an Apple Watch to identify the onset of an agitation episode in a person with ADRD.
Poster Presentation: a2 National Symposium
Title: A Digital Biometric Approach to Reducing Hospital Admissions for Underserved Older Adults with COPD Authors: Jennifer Williams, Ahmed Taha, Stephanie Poon
Poster Presentation: a2 National Symposium 2024
Title: Detection of Falls and Other Health Events Using Sound, Activity monitoring and Machine Learning Authors: Richard Watkins, Sebastian Jastrzębski, David Watkins
Poster Presentation: a2 National Symposium 2024
Title: Expanding a Multimodal VR Fitness Platform to Remotely Assess, Monitor, and Report Cognitive and Physical Function for Older Adults Authors: Jennifer Stamps, Kyle Rand, Thomas Neumann, Erin Naffziger, Yuval Rosen
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