Jussi Tohka
Professor
Biomedical image analysis
A.I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences
[email protected] | +358 50 575 7318
Research groups
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Biomedical MRI 01.01.1995 - -
Biomedical Image Analysis 01.11.2016 - -
Heart surgery imaging 01.01.2022 -
Projects
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Enhancing the innovation potential by advancing the know-how on biomedical image analysis - Kuopio Biomedical Image Analysis Center (KUBIAC) Finished 01.10.2019 - 30.06.2022
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Neuro-Innovation 01.05.2021 - 30.09.2027 -
NOVEL MSCA Postdoctoral Programme 01.12.2024 - 30.11.2029 -
UEF Brain Research Unit 2.0 Finished 01.03.2023 - 28.02.2025
Publications
79/79 items-
Bundle-specific tractography approach for identifying white matter microstructural changes following traumatic brain injury in rats: An EpiBioS4Rx study
Sharma, Akul; Cabeen, Ryan; Harris, Neil G; Wright, David K; Tohka, Jussi; Grohn, Olli; Bennett, Alexis; Alba, Celina; Bhagavatula, Sweta; Garner, Rachael; Asifriyaz, Tuba; Ndode-Ekane, Xavier Ekolle; Andrade, Pedro; Immonen, Riikka; Manninen, Eppu; Puhakka, Noora; Heiskanen, Mette; Ali, Idrish; Jones, Nigel C; Shultz, Sandy R; Casillas-Espinosa, Pablo M; Hudson, Matthew R; Silva, Juliana; Yamakawa, Glenn; Braine, Emma L; Smith, Gregory D; Santana-Gomez, Cesar E; Staba, Richard J; O'Brien, Teren, 2025, Imaging neuroscience, 3, imag_a_00471. A1 Journal article (refereed), original research -
Damage in thalamic projection to perilesional cortex as a prognostic biomarker for experimental post‐traumatic epilepsy
Manninen, Eppu; Cabeen, Ryan; Immonen, Riikka; Ndode‐Ekane, Xavier Ekolle; Andrade, Pedro; Harris, Neil G; Wright, David K; Tohka, Jussi; Gröhn, Olli; Pitkänen, Asla, 2025, Epilepsia, 66, 8, 2830-2841. A1 Journal article (refereed), original research -
Deep learning ensemble for abdominal aortic calcification scoring from lumbar spine X-ray and DXA images
Voss, Antti; Suoranta, Sanna; Nissinen, Tomi; Hurskainen, Ossi; Masarwah, Amro; Sund, Reijo; Tohka, Jussi; Väänänen, Sami P, 2025, Computers in biology and medicine, 197, 110961. A1 Journal article (refereed), original research -
Editorial: Computational intelligence for signal and image processing, volume II
Koundal, Deepika; Tohka, Jussi, 2025, Frontiers in computational neuroscience, 19, 1581047. B1 Non-refereed journal articles -
Integrating plasma, MRI, and cognitive biomarkers for personalized prediction of decline across cognitive domains
Moradi, Elaheh; Dahnke, Robert; Imani, Vandad; Gaser, Christian; Solomon, Alina; Tohka, Jussi, 2025, Neurobiology of aging, 155, 53-65. A1 Journal article (refereed), original research -
Predicting Knee Osteoarthritis Severity from Radiographic Predictors: Data from the Osteoarthritis Initiative
Nurmirinta, Teemu AT.; Turunen, Mikael J; Tohka, Jussi; Mononen, Mika E; Liukkonen, Mimmi K, 2025, Annals of biomedical engineering, 53, 8, 1852-1861. A1 Journal article (refereed), original research -
Real‐world brain imaging in a population‐based cohort enables accurate markers for dementia
Sund, Reijo; Seppänen, Juho; Moradi, Elaheh; Väänänen, Sami; Miettinen, Jani; Hakumäki, Juhana; Rikkonen, Toni; Kröger, Heikki; Koivumaa‐Honkanen, Heli; Solomon, Alina; Tohka, Jussi; Alzheimer's Disease Neuroimaging Initiative, 2025, Alzheimer's & dementia, 21, 7, 1-12. A1 Journal article (refereed), original research -
Segment Anything for Dendrites from Electron Microscopy
Zhuo, Zewen; Belevich, Ilya; Leinonen, Ville; Jokitalo, Eija; Malm, Tarja; Sierra, Alejandra; Tohka, Jussi, 2025, The Sixth IEEE International Image Processing, Applications and Systems Conference (IPAS'6) - Conference Proceedings, 1-6. A4 Conference proceedings -
Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification
Belenguer-Llorens, Albert; Sevilla-Salcedo, Carlos; Tohka, Jussi; Gómez-Verdejo, Vanessa, 2025, Engineering applications of artificial intelligence, 160, Part C, 111887. A1 Journal article (refereed), original research -
ComBating inter‐site differences in field strength: harmonizing preclinical traumatic brain injury MRI data
Quach, Mara; Ali, Idrish; Shultz, Sandy R; Casillas‐Espinosa, Pablo M; Hudson, Matthew R; Jones, Nigel C; Silva, Juliana C; Yamakawa, Glenn R; Braine, Emma L; Immonen, Riikka; Staba, Richard J; Tohka, Jussi; Harris, Neil G; Gröhn, Olli; O'Brien, Terence J; Wright, David K, 2024, Nmr in biomedicine, 37, 8, e5142. A1 Journal article (refereed), original research