Sami Andberg
Visiting Researcher
School of Computing, Faculty of Science, Forestry and Technology
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
6/6 items-
A Multimodal Approach for Early Identification of Mild Cognitive Impairment and Alzheimer's Disease With Fusion Network Using Eye Movements and Speech
Shah, Hasnain Ali; Andberg, Sami; Koivisto, Anne M; Bednarik, Roman, 2025, IEEE transactions on neural systems and rehabilitation engineering, 33, 1449-1459, . A1 Journal article (refereed), original research -
Pupil Size Derived Features Improve the Accuracy of Eye-Tracker Based MCI Classification
Andberg, Sami; Shah, Hasnain Ali; Hannonen, Sanna; Kärkkäinen, Virve; Kaarniranta, Kai; Koivisto, Anne M; Bednarik, Roman, 2025, González, Alejandro Rodríguez; Sicilia, Rosa; Santamaría, Lucía Prieto; Papadopoulos, George A; Guarrasi, Valerio; Cazzolato, Mirela Teixeira; Kane, Bridget, 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS), 957-962, . A4 Conference proceedings -
Towards Automatic Object Detection and Activity Recognition in Indoor Climbing
Vrzáková, Hana; Koskinen, Jani; Andberg, Sami; Lee, Ahreum; Amon, Mary Jean, 2024, Sensors, 24, 19, 6479. 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, 4, 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, 2, 609-618, . A1 Journal article (refereed), original research