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 - -
Biomedical Image Analysis 01.11.2016 - -
Heart surgery imaging 01.01.2022 -
Projects
Publications
70/70 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: A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
Intelligence and cortical morphometry: caveats in brain-behavior associations
Lewis, John D; Imani, Vandad; Tohka, Jussi. 2024. Brain structure and function. 229: 1417-1432 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
Multi-objective genetic algorithm for multi-view feature selection
Imani, Vandad; Sevilla-Salcedo, Carlos; Moradi, Elaheh; Fortino, Vittorio; Tohka, Jussi; for the Alzheimer’s Disease Neuroimaging Initiative. 2024. Applied soft computing. 167: . 112332 A1 Journal article (refereed), original research -
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy
Khateri, Mohammad; Ghahremani, Morteza; Sierra, Alejandra; Tohka, Jussi. 2024. IEEE Transactions on computational imaging. 10: 1094-1110 A1 Journal article (refereed), original research -
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. A4 Conference proceedings -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
Volume electron microscopy in injured rat brain validates white matter microstructure metrics from diffusion MRI
Coronado-Leija, Ricardo; Abdollahzadeh, Ali; Lee, Hong-Hsi; Coelho, Santiago; Ades-Aron, Benjamin; Liao, Ying; Salo, Raimo A.; Tohka, Jussi; Sierra, Alejandra; Novikov, Dmitry S.; Fieremans, Els. 2024. Imaging neuroscience. 2: 1-20 A1 Journal article (refereed), original research