I’m doing PhD research on early diagnosis of Alzheimer’s disease using AI based on non-invasive biomarkers like eye tracking data and audio analysis of speech recordings.
Publications
4/4 items-
Towards Automatic Object Detection and Activity Recognition in Indoor Climbing
Vrzáková, Hana; Koskinen, Jani; Andberg, Sami; Lee, Ahreum; Amon, Mary Jean. 2024. Sensors. 24: A1 Journal article (refereed), original research -
Seeing Through Their Eyes - A Customizable Gaze-Contingent Simulation of Impaired Vision and Other Eye Conditions Using VR/XR Technology
Moustafa, Rasha Sameer; Karhu, Harri; Andberg, Sami; Bednarik, Roman. 2023. ACM abstract -
Computer-based Eye-tracking Analysis of King-Devick Test Differentiates Persons With Idiopathic Normal Pressure Hydrocephalus From Cognitively Unimpaired
Lehtola, Juha-Matti; Kärkkäinen, Virve; Andberg, Sami; Hannonen, Sanna; Rusanen, Minna; Saari, Toni; Korhonen, Ville; Hokkanen, Laura; Hallikainen, Merja; Hänninen, Tuomo; Kaarniranta, Kai; Bednarik, Roman; Leinonen, Ville; Koivisto, Anne M. 2022. Alzheimer disease and associated disorders. 36: 340-346 A1 Journal article (refereed), original research -
Shortening of Saccades as a Possible Easy-to-Use Biomarker to Detect Risk of Alzheimer’s Disease
Hannonen, Sanna; Andberg, Sami; Kärkkäinen, Virve; Rusanen, Minna; Lehtola, Juha-Matti; Saari, Toni; Korhonen, Ville; Hokkanen, Laura; Hallikainen, Merja; Hänninen, Tuomo; Leinonen, Ville; Kaarniranta, Kai; Bednarik, Roman; Koivisto, Anne M.. 2022. Journal of Alzheimer's disease. 88: 609-618 A1 Journal article (refereed), original research