Jussi Tohka
Professor
Lääketieteellinen kuva-analyysi
A.I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences
jussi.tohka@uef.fi | +358 50 575 7318
Research groups
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Biomedical MRI 01.01.1995 -
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Biomedical Image Analysis 01.11.2016 -
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Heart surgery imaging 01.01.2022 -
Projects
Publications
67/67 items-
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: -
Estimating Dementia Onset: AT(N) Profiles and Predictive Modeling in Mild Cognitive Impairment Patients
Platero, Carlos; Tohka, Jussi; Strange, Bryan. 2024. Current alzheimer research. 2023; 20: 778-790 -
Intelligence and cortical morphometry: caveats in brain-behavior associations
Lewis, John D; Imani, Vandad; Tohka, Jussi. 2024. Brain structure and function. 229: 1417-1432 -
Machine learning prediction of future amyloid beta positivity in amyloid-negative individuals
Moradi, Elaheh; Prakash, Mithilesh; Hall, Anette; Solomon, Alina; Strange, Bryan; Tohka, Jussi; Alzheimer’s Disease Neuroimaging Initiative. 2024. Alzheimer's research and therapy. 16: . 46 -
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach
Imani, Vandad; Moradi, Elaheh; Sevilla-Salcedo, Carlos; Fortino, Vittorio; Tohka, Jussi. Teoksessa: Daimi, Kevin; Al Sadoon, Abeer(toim.) , 2024. Proceedings of the Second International Conference on Advances in Computing Research (ACR’24). s. 392-403. -
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning
Valverde, Juan Miguel; Shatillo, Artem; Tohka, Jussi. 2024. Neurocomputing. 594: . 127817 -
Two-Stage Classification of Future Knee Osteoarthritis Severity After 8 Years Using MRI: Data from the Osteoarthritis Initiative
Nurmirinta, Teemu AT; Turunen, Mikael J; Korhonen, Rami K; Tohka, Jussi; Liukkonen, Mimmi K; Mononen, Mika E. 2024. Annals of biomedical engineering. [Published: 09 July 2024]: 1-12 -
Brain structure and phenotypic profile of superagers compared with age-matched older adults: a longitudinal analysis from the Vallecas Project
Garo-Pascual, Marta; Gaser, Christian; Zhang, Linda; Tohka, Jussi; Medina, Miguel; Strange, Bryan A. 2023. The Lancet healthy longevity. 4: e374-e385 -
Image data harmonization tools for the analysis of post-traumatic epilepsy development in preclinical multisite MRI studies
Bhagavatula, Sweta; Cabeen, Ryan; Harris, Neil G.; Gröhn, Olli; Wright, David K.; Garner, Rachael; Bennett, Alexis; Alba, Celina; Martinez, Aubrey; Ndode-Ekane, Xavier Ekolle; Andrade, Pedro; Paananen, Tomi; Ciszek, Robert; Immonen, Riikka; Manninen, Eppu; Puhakka, Noora; Tohka, Jussi; Heiskanen, Mette; Ali, Idrish; Shultz, Sandy R.; Casillas-Espinosa, Pablo M.; Yamakawa, Glenn R.; Jones, Nigel C.; Hudson, Matthew R.; Silva, Juliana C.; Braine, Emma L.; Brady, Rhys D.; Santana-Gomez, Cesar E.; S. 2023. Epilepsy research. 195: -
Node of Ranvier remodeling in chronic psychosocial stress and anxiety
Koskinen, Maija-Kreetta; Laine, Mikaela; Abdollahzadeh, Ali; Gigliotta, Adrien; Mazzini, Giulia; Journée, Sarah; Alenius, Varpu; Trontti, Kalevi; Tohka, Jussi; Hyytiä, Petri; Sierra, Alejandra; Hovatta, Iiris. 2023. Neuropsychopharmacology. 48: 1532-1540