Sayeh Bayat

University of Calgary — Canada

Health Professions · Health Sciences

10h-index325citations57works1.62yr avg
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Research Topics

Older Adults Driving Studies(27), Urban Transport and Accessibility(19), Dementia and Cognitive Impairment Research(17), Technology Use by Older Adults(6), Human Mobility and Location-Based Analysis(5)

Publications57 total

A Framework for Naturalistic Driving Assessment in People Living with Dementia
Gerontology·2026
Empowering Out‐of‐Home Participation and Collaborative Care in Early‐Stage Dementia: From Concept to Technology Use
Alzheimer s & Dementia·2025Open Access
Gait Patterns as Digital Markers of Post‐Stroke Cognitive Impairment: A Comparative Analysis of Real‐World and Laboratory Assessments
Alzheimer s & Dementia·2025Open Access
Perspectives of Older Adults With and Without Cognitive Impairment on GPS‐based Driving Monitoring Systems: An Exploratory Study
Alzheimer s & Dementia·2025Open Access
The neighbourhood built environment affects driving behaviours of older adults: a combined geographic information systems and machine learning method
Cities & Health·2025· 1 citedOpen Access
Personalized POI Prediction from GPS Data Using Graph-Enhanced Transformers: Toward an Intelligent Navigation System
2025
Wrist-to-Back Signal Reconstruction for Real-World Gait Monitoring via Frequency-Domain Modelling
2025
Accuracy-fairness trade-off in ML for healthcare: A quantitative evaluation of bias mitigation strategies
Information and Software Technology·2025· 1 citedOpen Access
Rule-Based Detection of Turns and Curves in Naturalistic Driving Using GPS and Gyroscope Data
IEEE Sensors Letters·2025
Estimating Movement Direction From Body Orientation Using Dual Ultra-Wideband Sensors
IEEE Sensors Letters·2025
Automated Helmet Detection in Construction Sites using UWB and Machine Learning
Proceedings of the ... ISARC·2025Open Access
Common driving behaviors in older adults with dementia: Insights from a systematic literature review
Alzheimer s & Dementia·2025· 3 citedOpen Access
Identifying major depressive disorder in older adults through naturalistic driving behaviors and machine learning
npj Digital Medicine·2025· 1 citedOpen Access
Accuracy-Fairness Trade-Off in Ml for Healthcare: A Quantitative Evaluation of Bias Mitigation Strategies
SSRN Electronic Journal·2025Open Access
Characterizing Navigational Changes in Preclinical Alzheimer’s Disease: A Route Complexity Metric Derived From Naturalistic Driving Data
IEEE Journal of Translational Engineering in Health and Medicine·2025Open Access
“My Wife and I Invariably Go Together”: A Mixed Methods Analysis of Physical Activity and its Influences on Older Adult Dyads
Alzheimer s & Dementia·2024Open Access
Feasibility and acceptability of a continuous remote activity monitoring protocol in older adult dyads: A mixed methods pilot study
Alzheimer s & Dementia·2024Open Access
Feasibility and acceptability of a continuous remote activity monitoring protocol in older adult dyads: A mixed methods pilot study
Alzheimer s & Dementia·2024Open Access
Predicting main behaviors of beef bulls from accelerometer data: A machine learning framework
Smart Agricultural Technology·2024Open Access
Fairness in Healthcare: Assessing Data Bias and Algorithmic Fairness
2024· 5 cited
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Frequent Co-authors

Ganesh M. Babulal(16), Alex Mihailidis(11), Mark Rapoport(9), Gary Naglie(7), Catherine M. Roe(6), Elaine Stasiulis(6), John C. Morris(5), Samantha Murphy(5), Jason M. Doherty(5), Alexis Walker(5), Shahab Alizadeh(5), Suzanne E. Schindler(4), Bing Ye(4), Margaret Johnson(4), Ali Asghar Alesheikh(4), Jenn-Wei Lin(4), Mariana Bento(4), Zeinab Neisani Samani(3), Aynaz Lotfata(3), Beau M. Ances(3)