Jussi Tohka

5.9k total citations · 2 hit papers
123 papers, 3.5k citations indexed

About

Jussi Tohka is a scholar working on Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience and Computer Vision and Pattern Recognition. According to data from OpenAlex, Jussi Tohka has authored 123 papers receiving a total of 3.5k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Radiology, Nuclear Medicine and Imaging, 36 papers in Cognitive Neuroscience and 34 papers in Computer Vision and Pattern Recognition. Recurrent topics in Jussi Tohka's work include Functional Brain Connectivity Studies (26 papers), Medical Image Segmentation Techniques (23 papers) and Advanced Neuroimaging Techniques and Applications (22 papers). Jussi Tohka is often cited by papers focused on Functional Brain Connectivity Studies (26 papers), Medical Image Segmentation Techniques (23 papers) and Advanced Neuroimaging Techniques and Applications (22 papers). Jussi Tohka collaborates with scholars based in Finland, Spain and United States. Jussi Tohka's co-authors include Alan C. Evans, Alex Zijdenbos, Elaheh Moradi, Heikki Huttunen, Antonietta Pepe, Christian Gaser, Juha Pajula, Anthonin Reilhac, Mark van Gils and Ulla Ruotsalainen and has published in prestigious journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and PLoS ONE.

In The Last Decade

Jussi Tohka

119 papers receiving 3.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Fast and robust parameter estimation for statistical partial volume models in brain MRI

2004 555 citations Jussi Tohka et al. NeuroImage profile →
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

2014 492 citations Elaheh Moradi, Christian Gaser et al. NeuroImage profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jussi Tohka Finland	28	1.3k	1.1k	784	527	486	123	3.5k
Chong-Yaw Wee United States	24	1.5k 1.1×	756 0.7×	484 0.6×	362 0.7×	267 0.5×	37	2.3k
Carlton Chu United Kingdom	19	1.9k 1.4×	860 0.8×	966 1.2×	525 1.0×	375 0.8×	30	3.7k
Daniel S. Marcus United States	23	1.7k 1.3×	1.5k 1.4×	1.1k 1.4×	662 1.3×	828 1.7×	60	4.4k
Frithjof Kruggel Germany	34	2.2k 1.6×	1.5k 1.4×	571 0.7×	598 1.1×	513 1.1×	102	4.3k
John Pluta United States	30	1.9k 1.4×	1.3k 1.2×	911 1.2×	431 0.8×	737 1.5×	64	4.3k
Kilian M. Pohl United States	32	887 0.7×	1.1k 1.0×	397 0.5×	382 0.7×	908 1.9×	169	3.3k
Alexander Egan United States	5	1.1k 0.8×	1.9k 1.8×	327 0.4×	544 1.0×	655 1.3×	6	4.0k
Simon Duchesne Canada	31	947 0.7×	960 0.9×	1.2k 1.5×	486 0.9×	401 0.8×	145	3.1k
Simon Fristed Eskildsen Denmark	30	704 0.5×	938 0.9×	648 0.8×	725 1.4×	436 0.9×	94	3.1k
Line Garnero France	31	2.7k 2.0×	886 0.8×	853 1.1×	671 1.3×	435 0.9×	96	4.7k

Countries citing papers authored by Jussi Tohka

Since Specialization

Citations

This map shows the geographic impact of Jussi Tohka's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jussi Tohka with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jussi Tohka more than expected).

Fields of papers citing papers by Jussi Tohka

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jussi Tohka. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jussi Tohka. The network helps show where Jussi Tohka may publish in the future.

Co-authorship network of co-authors of Jussi Tohka

This figure shows the co-authorship network connecting the top 25 collaborators of Jussi Tohka. A scholar is included among the top collaborators of Jussi Tohka based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jussi Tohka. Jussi Tohka is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Abdollahzadeh, Ali, Hong‐Hsi Lee, Santiago Coelho, et al.. (2024). Volume electron microscopy in injured rat brain validates white matter microstructure metrics from diffusion MRI. Imaging Neuroscience. 2. 4 indexed citations

Turunen, Mikael J., et al.. (2024). Two-Stage Classification of Future Knee Osteoarthritis Severity After 8 Years Using MRI: Data from the Osteoarthritis Initiative. Annals of Biomedical Engineering. 52(12). 3172–3183. 4 indexed citations

Moradi, Elaheh, et al.. (2024). Multi-objective genetic algorithm for multi-view feature selection. Applied Soft Computing. 167. 112332–112332. 5 indexed citations

Abdollahzadeh, Ali, H. Y. Huang, Fabrizio Orsenigo, et al.. (2023). SproutAngio: an open-source bioimage informatics tool for quantitative analysis of sprouting angiogenesis and lumen space. Scientific Reports. 13(1). 7279–7279. 5 indexed citations

Gaser, Christian, et al.. (2023). Brain structure and phenotypic profile of superagers compared with age-matched older adults: a longitudinal analysis from the Vallecas Project. The Lancet Healthy Longevity. 4(8). e374–e385. 29 indexed citations

Mikhailov, Nikita, Ali Abdollahzadeh, Raisa Giniatullina, et al.. (2022). The role of the meningeal lymphatic system in local meningeal inflammation and trigeminal nociception. Scientific Reports. 12(1). 8804–8804. 16 indexed citations

Olmos, Pablo M., et al.. (2022). Multi-task longitudinal forecasting with missing values on Alzheimer’s disease. Computer Methods and Programs in Biomedicine. 226. 107056–107056. 5 indexed citations

Shatillo, Artem, et al.. (2021). Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases. NeuroImage. 229. 117734–117734. 22 indexed citations

Prakash, Mithilesh, et al.. (2021). Quantitative Longitudinal Predictions of Alzheimer’s Disease by Multi-Modal Predictive Learning. Journal of Alzheimer s Disease. 79(4). 1533–1546. 4 indexed citations

10.

Abdollahzadeh, Ali, et al.. (2021). Segmentation of white matter ultrastructures in 3D electron microscopy. UEF eRepo (University of Eastern Finland). 1 indexed citations

11.

Lapinlampi, Niina, Pedro Andrade, Alejandra Sierra, et al.. (2020). Early Increase in Cortical T ₂ Relaxation Is a Prognostic Biomarker for the Evolution of Severe Cortical Damage, but Not for Epileptogenesis, after Experimental Traumatic Brain Injury. Journal of Neurotrauma. 37(23). 2580–2594. 15 indexed citations

12.

Casillas‐Espinosa, Pablo M., Pedro Andrade, Cesar Santana‐Gomez, et al.. (2019). Harmonization of the pipeline for seizure detection to phenotype post-traumatic epilepsy in a preclinical multicenter study on post-traumatic epileptogenesis. Epilepsy Research. 156. 106131–106131. 23 indexed citations

13.

Huhtaniska, Sanna, Erika Jääskeläinen, Heli Lehtiniemi, et al.. (2017). Long-term antipsychotic and benzodiazepine use and brain volume changes in schizophrenia: The Northern Finland Birth Cohort 1966 study. Psychiatry Research Neuroimaging. 266. 73–82. 22 indexed citations

14.

Tohka, Jussi, et al.. (2016). Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia. Neuroinformatics. 14(3). 279–296. 71 indexed citations

15.

Jääskeläinen, Iiro P., et al.. (2016). Brain hemodynamic activity during viewing and re-viewing of comedy movies explained by experienced humor. Scientific Reports. 6(1). 27741–27741. 37 indexed citations

16.

Zhao, Lu, Jarmo Hietala, & Jussi Tohka. (2009). Shape Analysis of Human Brain Interhemispheric Fissure Bending in MRI. Lecture notes in computer science. 12(Pt 2). 216–223. 8 indexed citations

17.

Glotsos, Dimitris, Jussi Tohka, Jori Soukka, Juhani T. Soini, & Ulla Ruotsalainen. (2006). Robust Estimation of Bioaffinity Assay Fluorescence Signals. IEEE Transactions on Information Technology in Biomedicine. 10(4). 733–739. 5 indexed citations

18.

Tohka, Jussi. (2004). Surface smoothing based on a sphere shape model. 17–20. 1 indexed citations

19.

Tohka, Jussi, et al.. (2004). Comparison of pattern classification methods in segmentation of dynamic PET brain images. 73–76. 9 indexed citations

20.

Glotsos, Dimitris, Jussi Tohka, Jori Soukka, & Ulla Ruotsalainen. (2004). A new approach to robust clustering by density estimation in an autocorrelation derived feature space. 296–299. 5 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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