Projects per year
Personal profile
Expertise
Processing and analysis of neurophysiological data, with a personal focus on electroencephalography (EEG) and magnetoencephalography (MEG), of neurological and neuropsychiatric disorders and diseases, such as Alzheimer's disease, frontotemporal lobar degeneration, schizophrenia, hippocampal sclerosis and multiple sclerosis.
Training machine learning algorithms on features extracted from these data to develop tools that can assist diagnosis of these disorders. Comparing patient groups with healthy control groups in statistical analyses, to try and find what parts of the brain are affected and how.
External positions
Academic visitor, University of Oxford
1 Apr 2020 → 31 Mar 2022
Post-doctoral research fellow, University of Oxford
1 Dec 2017 → 31 Mar 2020
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Dive into the research topics where Jorne Laton is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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ANI419: A novel multimodal predictor of cognitive decline in mild cognitive impairment
Nagels, G. (Administrative Promotor) & Laton, J. (PI (Promotor, Principal Investigator))
1/01/25 → 31/12/26
Project: Fundamental
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BRGRD80: Joint R&D 2024: Translating Alzheimer’s molecular biology of cognitive decline to improve diagnostics and therapeutics
Engelborghs, S. (Administrative Promotor) & Laton, J. (Collaborator)
1/12/24 → 1/12/27
Project: Applied
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IOF3021: IOF GEAR: Artificial Intelligence from bench to bedside in neurology, neurosurgery and psychiatry
Engelborghs, S. (Administrative Promotor), Nagels, G. (Co-Promotor), Bruneau, M. (Co-Promotor), Vanderbruggen, N. (Co-Promotor), Baeken, C. (Co-Promotor), Crunelle, C. (Co-Promotor), Moens, M. (Co-Promotor), Duerinck, J. (Co-Promotor), Van Schependom, J. (Co-Promotor), Bjerke, M. (Co-Promotor), Van de Steen, F. (Co-Promotor), De Smedt, A. (Co-Promotor), D'Haeseleer, M. (Co-Promotor), De Raedt, S. (Co-Promotor), Bissay, V. (Co-Promotor), Versijpt, J. (Co-Promotor), Flamez, A. (Co-Promotor), Seynaeve, L. (Co-Promotor), Hostenbach, S. (Co-Promotor), Jansen, A. (Co-Promotor) & Laton, J. (Mandate)
1/01/22 → 30/06/27
Project: Applied
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BRGRD79: Joint R&D 2023: Translating Alzheimer’s molecular biology of cognitive decline to improve diagnostics and therapeutics
Engelborghs, S. (Administrative Promotor) & Laton, J. (Collaborator)
1/08/23 → 17/11/23
Project: Policy Based
Research output
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Real-world federated learning for brain imaging scientists
Denissen, S., Laton, J., Grothe, M., Vaneckova, M., Uher, T., Kudrna, M., Horáková, D., Baijot, J., Penner, I.-K., Kirsch, M., Motýl, J., De Vos, M., Chén, O. Y., Van Schependom, J., Sima, D. M. & Nagels, G., 13 Mar 2026, In: Frontiers in digital health. 8, p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Assessing the utility of the periodic and aperiodic components for detecting cognitive impairment in people with multiple sclerosis
Kien, N. D., Akbarian, F., Manh, D. Q., Laton, J., Engelborghs, S., Van Schependom, J., Linh Trung, N. & Nagels, G., 27 Jan 2025, In: Multiple Sclerosis Journal. 31, S1, 1 p.Research output: Contribution to journal › Meeting abstract (Journal)
Open Access -
Event-related potentials as a potential marker of cognitive fatigability in MS
Van Laethem, D., Laton, J., Rossi, C., Van Schependom, J. & Nagels, G., 27 Jan 2025, In: Multiple Sclerosis Journal. 31, 1, p. 15-15 1 p.Research output: Contribution to journal › Meeting abstract (Journal)
Open Access -
Impact of a Vision-based Smoothing Filter on Schizophrenia Classification
Doan, Q. M., Dinh, T. H., Trung, N. L., Doan, T. X., Dinh, L. D., Laton, J., De Hert, M., Van Schependom, J. & Nagels, G., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1431-1435 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus) -
Value of periodic and aperiodic EEG components to detect cognitive deterioration
Kien, N. D., Akbarian, F., Laton, J., Engelborghs, S., Van Schependom, J., Trung, N. L. & Nagels, G., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1446-1450 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
1 Citation (Scopus)
Activities
- 1 Talk or presentation at a conference
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Cortical mapping of painful electrical stimulation by quantitative electroencephalography: unravelling the time-frequency-channel domain
Goudman, L. (Speaker), Laton, J. (Contributor), Huysmans, E. (Contributor) & Moens, M. (Contributor)
30 Sept 2017Activity: Talk or presentation › Talk or presentation at a conference
Press/Media
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How to compare cognitive scores in MS?
Denissen, S., Costers, L., Laton, J. & Baijot, J.
12/11/20
1 Media contribution
Press/Media: Research
Thesis
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Neurofysiologie van cognitie in MS: frequentie analyse van resting-state EEG
Boudiba, Y. ((PhD) Student), Nagels, G. (Promotor), Laton, J. (Co-promotor) & Van Schependom, J. (Co-promotor), 2017Student thesis: Master's Thesis
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Optimisation of a federated learning architecture for brainage
Heydarzadeh, F. ((PhD) Student), Nagels, G. (Promotor), Van Schependom, J. (Co-promotor), Laton, J. (Jury) & Tran Din, H. (Jury), Denissen, S. (Advisor), 2024Student thesis: Master's Thesis
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Patroonherkenning voor neurofysiologische signalen
Laton, J. ((PhD) Student) & Jansen, B. (Promotor), 2013Student thesis: Master's Thesis