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
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 -
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
87/87 items-
Brain ventricle morphology markers in predicting shunt surgery outcome in idiopathic normal-pressure hydrocephalus
Penkauskas, Andrius; Kuukkanen, Eemeli; Lipponen, Anssi; Hakumäki, Juhana; Koikkalainen, Juha; Lotjonen, Jyrki; Erkkilä, Lauri; Tohka, Jussi; Miettinen, Pauli; Leinonen, Ville, 2026, Fluids and barriers of the cns, 23, 1, 56. A1 Journal article (refereed), original research -
Fine-tuning ImageNet-pretrained models in medical image classification: Reassessing the impact of different factors
Valverde, Juan Miguel; Imani, Vandad; Tohka, Jussi, 2026, Pattern recognition letters, 201, 132-137. A1 Journal article (refereed), original research -
Forecasting Future Anatomies: Longitudinal Brain MRI-TO-MRI Prediction
Farki, Ali; Moradi, Elaheh; Koundal, Deepika; Tohka, Jussi, 2026, 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), 1-5. A4 Conference proceedings -
Frequency-dependent diffusion tensor distribution imaging in the evaluation of ischemic stroke
Gröhn, Sara; Naranjo, Ángela; Narvaez, Omar; Yon, Maxime; Buz-Yalug, Buse; Blanco, Santos; Topgaard, Daniel; Martinez-Lara, Esther; Ángeles Peinado, Ma; Tohka, Jussi; Sierra, Alejandra, 2026, Neuroscience informatics, 6, 2, 100270. A1 Journal article (refereed), original research -
Predicting future brain atrophy based on longitudinal MRI
Hadji, Maryam; Moradi, Elaheh; Tohka, Jussi, 2026, Journal of Alzheimer's disease, [Epub ahead of print 28 July 2026], 1-17. A1 Journal article (refereed), original research -
Quantifying extra‐lesional interhemispheric cortical asymmetry in focal cortical dysplasia type <scp>II</scp>
Heidari, Faezeh; Torkamani‐Azar, Mastaneh; Tohka, Jussi; Kälviäinen, Reetta, 2026, Epilepsia open, [First published: 05 September 2026], 1-13. A1 Journal article (refereed), original research -
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