
Neuromodulation research group
Leaders
Our research focuses on the neuromodulation, functional imaging, theoretical assessment and biomechanical measurement of the neuromuscular function connecting the human brains to motion, developing new pre-clinical and clinical methods especially for neurophysiology diagnostics and treatments, and understanding multisensory effects on the excitability of the brain. Our main focus is in the quantitative analysis motor function, and motor cortical control of muscle action. In addition, we have a general focus on methodological development of the navigated transcranial magnetic stimulation methodology, technology and response analysis tools to improve the accuracy and applicability of mapping the motor function as well as increasing the efficiency of neuromodulation treatments with navigated repetitive transcranial magnetic stimulation (rTMS).
The key methods we apply and develop are navigated transcranial magnetic stimulation, electroneuromyography, electroencephalography (TMS-EEG), modeling of neural function, motion analysis, radiological imaging and biomechanical tests and modeling. We actively collaborate with other national and international research groups, and companies. Our research group includes members who are specialists in medicine, physics, health sciences and biomedical engineering. Neuromodulation research group also operates as a member of the ”Musculoskeletal diseases”, ”Computational Modelling, Imaging and Data Science” and ”Neuroscience” research communities.
We are funded by:
- Research Council of Finland
- Doctoral programme in Science, Technology and Computing (SCITECO)
- State research funding
- Orion Research Foundation
- Other private foundations
- Research and development contracts with companies
News
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Team for TMS-EEG formed to develop reproducibility of TMS-EEG
T4TE provides a framework for the TMS-EEG community to join in an international collaborative effort, with the aim of improving the quality of TMS-EEG…
Cooperation
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Manufacturer of neuromodulation systems
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Medical technology company and manufacturer of TMS-EEG systems
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Department of Neurology, Aristotle University of Thessaloniki, Greece
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Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo
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New Jersey Institute of Technology, New Jersey, USA
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University of Eastern Finland / Epilepsy Center, Kuopio University Hospital, Kuopio, Finland
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School of Medicine, University of Eastern Finland
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Department of Otolaryngology, Kuopio University Hospital, Kuopio, Finland
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Biophysics of Bone and Cartilage (BBC) 01.01.1998 -
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Pain Neuromodulation Group 01.01.2022 -
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Biosignal Analysis and Medical Imaging research group (BSAMIG) 01.01.1994 -
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Clinical Epilepsy Research 01.01.2010 -
ATH-tool available for download
ATH-tool can now be downloaded for Android-systems via the link below:
See the original article, and please cite upon use.
https://doi.org/10.1109/TNSRE.2019.2925904
MEPFeatX—automated feature extraction of motor-evoked potentials in transcranial magnetic stimulation
MEPFeatX is made openly available via GitHub: https://github.com/NeuromodulationUEF/MEPFeatX
and sample dataset are available here: https://erepo.uef.fi/handle/123456789/30114
Please cite the original article upon use.
https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2024.1415257/abstract
Keywords
Leaders
Professors
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Sara Määttä
ProfessorInstitute of Clinical Medicine, School of Medicine, Faculty of Health Sciences
Senior Researchers
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Laura Säisänen
Senior ResearcherInstitute of Clinical Medicine, School of Medicine, Faculty of Health Sciences -
Nils Danner
Visiting ResearcherInstitute of Clinical Medicine, School of Medicine, Faculty of Health Sciences -
Jelena Hyppönen
Visiting ResearcherInstitute of Clinical Medicine, School of Medicine, Faculty of Health Sciences
Post-doctoral Researchers
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Amir Esrafilian
Postdoctoral ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Paavo Vartiainen
Project ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Jusa Reijonen
Visiting ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Atte Seppo Aleksi Eskelinen
Postdoctoral ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology
Doctoral Researchers
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Dao Nguyen
Visiting ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Zunaira Jamil
Grant-funded ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Linda Kukola
Visiting ResearcherDepartment of Technical Physics, Faculty of Science, Forestry and Technology -
Lauri Karttunen
Clinical LecturerInstitute of Clinical Medicine, School of Medicine, Faculty of Health Sciences
Other group members
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Minna Pitkänen post-doctoral researcher
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Jani Sirkka doctoral student
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Mervi Könönen associate professor
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Jari Karhu associate professor
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Joel Naukkarinen doctoral student
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Stephan Geiger doctoral student
Publications
84 items-
Accuracy assessment of a cochlear implant imaging tool using clinical computed tomography images
Geiger, Stephan; Iso-Mustajärvi, Matti; Nauwelaers, Tim; Julkunen, Petro; Linder, Pia; Dietz, Aarno, 2025, Scientific reports, 15, 1, 31649. A1 Journal article (refereed), original research -
An Electromyography-Assisted Musculoskeletal Simulation With Concurrent Optimization of Muscle Excitations and Knee Joint Kinematics
Esrafilian, Amir; Smith, Colin; Lavikainen, Jere; Stenroth, Lauri; Mononen, Mika E; Karjalainen, Pasi A; Saxby, David J; Lloyd, David G; Korhonen, Rami K, 2025, Journal of biomechanical engineering: transactions of the ASME, 147, 9, 091002. A1 Journal article (refereed), original research -
Bridging the gap to clinical use: A systematic review on TMS–EEG test-retest reliability
Bertazzoli, Giacomo; Dognini, Elisa; Fried, Peter J; Miniussi, Carlo; Julkunen, Petro; Bortoletto, Marta, 2025, Clinical neurophysiology, 171, 133-145, . A2 Review article, Literature review, Systematic review -
MEPFeatX—automated feature extraction of motor-evoked potentials in transcranial magnetic stimulation
Nguyen, Dao T A; Säisänen, Laura; Kallioniemi, Elisa; Karjalainen, Pasi A; Rissanen, Saara M; Julkunen, Petro, 2025, Frontiers in neuroscience, 2024; 18, 1415257. A1 Journal article (refereed), original research -
Pain and functional limitations in knee osteoarthritis are reflected in the fatty acid composition of plasma extracellular vesicles
Mustonen, Anne-Mari; Julkunen, Petro; Säisänen, Laura; Karttunen, Lauri; Esrafilian, Amir; Reijonen, Jusa; Tollis, Sylvain; Käkelä, Reijo; Sihvo, Sanna P; Höglund, Nina; Niemelä, Tytti; Mykkänen, Anna; Mäki, Jussi; Kröger, Heikki; Arokoski, Jari; Nieminen, Petteri, 2025, Biochimica et biophysica acta: molecular and cell biology of lipids, 1870, 3, 159602. A1 Journal article (refereed), original research -
Plasma Amino Acids Reflect Cartilage Loss, Osteoarthritis Pain, Functional Disability, and Mental Health in a Longitudinal Study with Total Knee Replacement
Mustonen, Anne-Mari; Säisänen, Laura; Karttunen, Lauri; Julkunen, Petro; Esrafilian, Amir; Reijonen, Jusa; Maki, Jussi; Kröger, Heikki; Arokoski, Jari; Nieminen, Petteri, 2025, Cartilage, [First published online August 10, 2025], 1-16, . A1 Journal article (refereed), original research -
An Automated and Robust Tool for Musculoskeletal and Finite Element Modeling of the Knee Joint
Esrafilian, Amir; Chandra, Shekhar S; Gatti, Anthony A; Nissi, Mikko; Mustonen, Anne-Mari; Säisänen, Laura; Reijonen, Jusa; Nieminen, Petteri; Julkunen, Petro; Töyräs, Juha; Saxby, David J; Lloyd, David G; Korhonen, Rami K, 2024, IEEE transactions on biomedical engineering, 2025; 72, 1, 56-69, . A1 Journal article (refereed), original research -
Feature extraction of motor-evoked potentials in transcranial magnetic stimulation
Nguyen, Thi Anh Dao, 2024, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology. G5 Doctoral dissertation (article) -
Hyaluronic Acid and Large Extracellular Vesicles (EVs) in Synovial Fluid and Plasma of Patients With End-Stage Arthritis: Positive Association of EVs to Joint Pain
Mustonen, Anne-Mari; Capra, Janne; Oikari, Sanna; Säisänen, Laura; Karttunen, Lauri; Julkunen, Petro; Lehenkari, Petri; Joukainen, Antti; Jaroma, Antti; Paakkonen, Tommi; Kääriäinen, Tommi; Kröger, Heikki; Nieminen, Petteri, 2024, Cartilage, 2025; 16, 2, 169-180, . A1 Journal article (refereed), original research -
Navigated and individual α-peak-frequency–guided transcranial magnetic stimulation in male patients with treatment-refractory schizophrenia
Tuppurainen, Heli; Määttä, Sara; Könönen, Mervi; Julkunen, Petro; Kautiainen, Hannu; Hyvärinen, Soile; Vaurio, Olli; Joensuu, Mikko; Vanhanen, Matti; Aho-Mustonen, Kati; Mervaala, Esa; Tiihonen, Jari, 2024, Journal of psychiatry and neuroscience, 49, 2, E87-E95, . A1 Journal article (refereed), original research