About Me
Research Interests
Traumatic brain injury, machine learning, biostatistics, geospatial artificial intelligence
Publications
2026
Longitudinal Trends of Depression in Traumatic Brain Injury: The Role of Individual Heterogeneity in Clinical Prediction Journal Article
In: International Journal of Mental Health and Addiction, 2026.
2024
Investigating the influence of socioeconomic deprivation on spatial patterns of traumatic brain injuries through Bayesian spatial modeling Journal Article
In: GeoJournal, vol. 89, iss. 6, no. 238, 2024.
Risk stratification of new-onset psychiatric disorders using clinically distinct traumatic brain injury phenotypes Journal Article
In: Archives of Public Health, vol. 82, iss. 1, pp. 116, 2024.
A Topological Data Analysis of Un met Health Care Needs Among Injured Patients Proceedings Article
In: 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), pp. 505-511, IEEE, 2024.
Spatial hotspots and sociodemographic profiles associated with traumatic brain injury in Nova Scotia Journal Article
In: Journal of neurotrauma, vol. 41, iss. 7-8, pp. 844-861, 2024.
Utilizing Topological Clustering on a Traumatic Brain Injury Cohort: The Association of Neighborhood Socioeconomic Deprivation Profiles with Injury Mortality Proceedings Article
In: Health Informatics Knowledge Management Conference, Online, Feb1-2 2024. ACM Press, 2024.
2023
Spatial Hotspots and Sociodemographic Profiles Associated with Traumatic Brain Injury in Nova Scotia Journal Article
In: Journal of Neurotrauma, 2023.
A Spatial and Spatiotemporal Analysis of Traumatic Brain Injury: Mapping High-Risk Neighborhoods to Inform Public Health Proceedings Article
In: Canadian Public Health Conference (Public Health 2023), June 20-22, 2023, 2023.
Geospatial and Machine Learning Methods for Identifying Hotspots of Traumatic Brain Injury Proceedings Article
In: Trauma Association of Canada Annual Scientific Meeting and Conference April 20-21, 2023, Edmonton, Alberta, Canada, 2023.
A Geospatial Analysis of the Burden of Traumatic Brain injury Proceedings Article
In: Brain Repair Centre Research Day, February 23, 2023, Halifax, Nova Scotia, Canada, 2023.

