Mika Tarvainen
Senior Researcher
Senior Researcher on Medical Signal Analysis and Physiological Modelling
Department of Technical Physics, Faculty of Science, Forestry and Technology
[email protected] | +358 40 355 2369
Mika P. Tarvainen, Ph.D, Docent, received the M.Sc. degree in 1999 and the Ph.D. degree in 2004 from the University of Kuopio, Kuopio,Finland. He is currently a Senior Researcher at the Department of Applied Physics,University of Eastern Finland and Consultant at the Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital.
His current research interests include medical signal analysis methods and physiological modelling and their applications in assessing human health. Specifically, development of analysis methods for cardiovascular signals, including heart rate variability (HRV), and psychophysiological measurements. The main research applications include objective assessment of occupational stress, complications of diabetes, and cardiovascular diseases.
Mika Tarvainen is also the founder of Kubios Oy and Partner at Heart2Save Oy, both companies are based in Finland. Kubios Oy is a start-up company providing HRV and other biomedical signal analysis software tools for researchers and consumers, as well as algorithms and custom-built software for the health and wellbeing industry. Kubios HRV software is the most detailed HRV analysis software in the market and is used at roughly 1200 universities in 128 countries.
Research groups
Projects
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Game Over? - Continue! Finished 01.10.2022 - 31.12.2023 -
Social and health care teachers’ occupational well-being in Finland -research and development project, 2020-2023 Finished 01.09.2020 - 30.06.2023 -
Well-being at work and health through working hours at home care - 4T research and development project Finished 01.01.2019 - 31.12.2020
Publications
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A Deep Neural Network for Interpreting Wearable Electrocardiogram Data in Atrial Fibrillation: Prospective Observational Diagnostic Accuracy Study
Rantula, Olli A; Lipponen, Jukka A; Halonen, Jari; Jäntti, Helena; Rissanen, Tuomas T; Tarvainen, Mika P; Naukkarinen, Noora S; Seljola, Eemu-Samuli; Santala, Onni E; Sedha, Jagdeep; Martikainen, Tero J; Hartikainen, Juha E K, 2026, JMIR mhealth and uhealth, 14, e82475-e82475. A1 Journal article (refereed), original research -
Deep Learning-Based Heartbeat Detection from 3D Seismocardiography for Robust Heart Rate Monitoring
Rana, Sobuz; Lipponen, Jukka A; Tarvainen, Mika P, 2026, Sensors, 26, 10, 3254. A1 Journal article (refereed), original research -
Deep Neural Networks for Automatic Atrial Fibrillation Detection Using Long-Term Ambulatory Electrocardiography: Retrospective Diagnostic Accuracy Study
Sedha, Jagdeep; Lipponen, Jukka A; Aho, Antti; Jäntti, Helena; Santala, Onni E; Laitinen, Tomi P; Laitinen, Tiina M; Halonen, Jari; Tarvainen, Mika P; Seljola, Eemu-Samuli; Naukkarinen, Noora S; Rantula, Olli; Rissanen, Tuomas T; Hartikainen, Juha EK; Martikainen, Tero J, 2026, JMIR cardio, 10, e83714-e83714. A1 Journal article (refereed), original research -
Multiscale cardiorespiratory complexity reveals autonomic signatures of Rajyoga meditation
Singh, Raghuwansh; Panda, Rajanikant; Tarvainen, Mika P; Ranjan, Vivek; Ganguly, Anindita; Halder, Suman, 2026, Frontiers in psychology, 17, 1792917. A1 Journal article (refereed), original research -
Physically active adults with uncomplicated type 1 diabetes exhibit normal cardiopulmonary exercise test responses versus healthy controls
Sorola, Samu; Eronen, Timo; Hyrylä, Vesa; Kupari, Saana; Venojärvi, Mika; Tikkanen, Heikki; Tarvainen, Mika; Lindholm, Harri, 2026, Physiological reports, 14, 13, 1-15. A1 Journal article (refereed), original research -
Attenuated fast heart rate recovery suggests delayed parasympathetic reactivation after cessation of exercise in uncomplicated type 1 diabetes patients
Hyrylä, Vesa V; Eronen, Timo; Kupari, Saana; Venojärvi, Mika; Tikkanen, Heikki O; Tarvainen, Mika P, 2025, Scientific reports, 15, 1, 24136. A1 Journal article (refereed), original research -
Behavior-related changes in canine heart rate and heart rate variability during short-term measurement
Berg, Päivi; Koskela, Aija; Lipponen, Jukka A.; Törnqvist, Heini; Kujala, Jan; Tarvainen, Mika P.; Kujala, Miiamaaria V., 2025, Applied animal behaviour science, 296, 106899. A1 Journal article (refereed), original research -
Heart rate variability in patients with incomplete spinal cord injury during a single session of paired associative stimulation
Haakana, P; Holopainen, K; Tarvainen, MP; Shulga, A, 2025, Scientific reports, 15, 41869. A1 Journal article (refereed), original research -
Towards a made-in-Europe ecosystem for multisport training, healthy lifestyle and remote patient monitoring based on cloud-edge continuum of AI-featured body sensors
Borgianni, Luca; Ottella, Marco; Heer, Rudolf; Montiel-Nelson, Juan; Pau, Danilo Pietro; Proietti, Riccardo; Schotter, Joerg; Tarvainen, Mika, 2025, 2025 Smart Systems Integration Conference and Exhibition Ssi 2025, 1-6. A4 Conference proceedings -
Which Device is Most Suitable for Measuring Heart Rate Variability in The Field? A Comparative Evaluation of Two Leading Options
Krummenacher, Maryline; Tarvainen, Mika; Montet, Estelle; Turner, Michelle C; Canu, Irina Guseva, 2025, Journal of occupational and environmental medicine, 67, 9, 717-722. A1 Journal article (refereed), original research
