معرفی
Ville Mäntynen is a Visiting Professor at the Department of Neuroscience and Biomedical Engineering at Aalto University. His research spans interdisciplinary domains including neuroscience, cardiology, and biomedical signal processing, focusing on advanced non-invasive imaging techniques like magnetoencephalography (MEG) and magnetocardiography (MCG).
- Research Interests: Neuroscience, Mild Cognitive Impairment, Atrial Fibrillation, Magnetic Field Analysis, Electrocardiogram (ECG), Cardiac Dysrhythmia.
- Activities: Organized the AI-Mind clinical study (2024), presented at Biomag 2012 (International Conference on Biomagnetism), and contributed to MEG Nord collaborative events (2023).
His work integrates computational modeling with clinical applications, particularly in mapping brain and cardiac activity using magnetic fields. Key projects include AI-driven dementia risk estimation and characterization of ECG/MCG sensitivity in realistic anatomical models.
Scientific contributions include 17 publications, cited 128 times (Scopus), with a focus on:
- Machine learning for brain connectivity analysis
- Cardiac arrhythmia characterization via magnetic fields
- Biomedical signal processing algorithms
He has collaborated internationally, including visiting researcher positions at foreign institutions in 2002 and chairing conferences in 2023.
