EchoWear

EchoWear is advancing AIMCog, a mobile cognitive screening tool that uses artificial intelligence to support assessment of mild cognitive impairment, early dementia, and Alzheimer’s disease. The technology integrates automated scoring, bias-aware modeling, and speech and language processing for elements such as verbal recall and voice-based inputs. Designed for use across outpatient, homebound, and community settings, AIMCog emphasizes accessibility on standard mobile devices and attention to algorithmic fairness for diverse users by gender, age, and socioeconomic background.The team’s work centers on AI model development, human–computer interaction for a simple mobile interface, and integration of language technologies to capture and analyze responses. By focusing on accurate, scalable screening that can operate in varied environments, EchoWear aims to provide clinicians and researchers with a practical, digitally delivered assessment that supports earlier detection and follow-up care.