dr. I. Tuitert

Researcher

Faculty of Medical Sciences

Telephone:

E-mail:

i.tuitert med.umcg.nl

ORCID Research Portal

Publications

Explainable machine learning for movement disorders - Classification of tremor and myoclonus

van den Brandhof, E. L., Tuitert, I., van der Stouwe, A. M. M., Elting, J. W. J., Dalenberg, J. R., Svorenova, T., Klamer, M. R., Marapin, R. S., Biehl, M. & Tijssen, M. A. J., Jun-2025, In: Computers in biology and medicine. 192, Part B, 9 p., 110180.

Research output: Contribution to journal › Article › Academic › peer-review

Interpretable machine learning for the diagnosis of hyperkinetic movement disorders

van den Brandhof, E., Elting, J. W. J., Tuitert, I., Dalenberg, J., van der Stouwe, M., de Koning-Tijssen, M. A. J. & Biehl, M., Apr-2025, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: ESANN 2025. Verleysen, M. (ed.). Ciaco - i6doc.com, p. 621-626 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Digital Health Technology Use Across Socioeconomic Groups Prior to and During the COVID-19 Pandemic: Panel Study

Tuitert, I., Marinus, J. D., Dalenberg, J. R. & van 't Veer, J. T. B., 13-Sept-2024, In: JMIR public health and surveillance. 10, 11 p., e55384.

Research output: Contribution to journal › Article › Academic › peer-review

Substantiating the Short Burst Duration in Cortical Myoclonus

van der Veen, S., Maliepaard, A., van der Stouwe, M., Dalenberg, J., Tuitert, I., Elting, J. W. J. & Tijssen, M. A. J., Dec-2024, In: Movement Disorders. 39, 12, p. 2275-2280 6 p.

Research output: Contribution to journal › Article › Academic › peer-review

Digital Health Technology Use Across Socioeconomic Groups Prior to and During the COVID-19 Pandemic: Panel Study

Tuitert, I., Marinus, J. D., Dalenberg, J. R. & van 't Veer, J. T. B., 11-Dec-2023, JMIR Preprints, 33 p.

Research output: Working paper › Preprint › Academic

Machine learning basic concepts for the movement disorders specialist

van den Brandhof, E. L., van der Stouwe, M., Dalenberg, J. R., Tuitert, I., de Koning-Tijssen, M. A. J. & Biehl, M., 2023, International Review of Movement Disorders: Digital Technologies in Movement Disorders. Sánchez Ferro, A. & Monje, M. H. G. (eds.). Elsevier, Vol. 5. p. 21-47 27 p. (International Review of Movement Disorders; vol. 5).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

Eye movement disorders in inborn errors of metabolism: A quantitative analysis of 37 patients

Koens, L. H., Tuitert, I., Blokzijl, H., Engelen, M., Klouwer, F. C. C., Lange, F., Leen, W. G., Lunsing, R. J., Koelman, J. H. T. M., Verrips, A., de Koning, T. J. & Tijssen, M. A. J., 2022, In: Journal of Inherited Metabolic Disease. 45, 5, p. 981-995 15 p.

Research output: Contribution to journal › Article › Academic › peer-review

Towards a Machine Learning Based Classification System for Hyperkinetic Movement Disorders: Generating a Neurophysiological Feature Set

van den Brandhof, E., van der Veen, S., Russo, G., Tuitert, I., Dalenberg, J., van der Stouwe, M., Elting, J. W. J., Biehl, M. & de Koning-Tijssen, M. A. J., 2022, p. abstract number 399.

Research output: Contribution to conference › Abstract › Academic

Functional or not functional; that's the question Can we predict the diagnosis functional movement disorder based on associated features?

Lagrand, T., Tuitert, I., Klamer, M., van Der Meulen, A., van Der Palen, J., Kramer, G. & Tijssen, M., Jan-2021, In: European Journal of Neurology. 28, 1, p. 33-39 7 p.

Research output: Contribution to journal › Article › Academic › peer-review

Next move in movement disorders (NEMO): Developing a computer-aided classification tool for hyperkinetic movement disorders

van der Stouwe, A. M. M., Tuitert, I., Giotis, I., Calon, J., Gannamani, R., Dalenberg, J. R., van der Veen, S., Klamer, M. R., Telea, A. C. & Tijssen, M. A. J., 11-Oct-2021, In: BMJ Open. 11, 10, 7 p., e055068.

Research output: Contribution to journal › Article › Academic › peer-review

All (17) publications

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