Multinomial logistic regression algorithm for the classification of patients with parkinsonisms
Compared to existing algorithms, this approach offers comparable accuracy and reliability in diagnosing PD, MSA, and PSP with no need of healthy control images. It can also distinguish between multiple types of parkinsonisms simultaneously and offers the flexibility to easily accommodate new groups.
Authors
- Jan Jamšek (ORCID: https://orcid.org/0000-0002-6323-8767)
- Urban Simončič (ORCID: https://orcid.org/0000-0002-5835-072X)
- Tomaž Rus (ORCID: https://orcid.org/0000-0001-8019-0235)
- Eva Štokelj
- Maja Trošt
Institutions
- University of Ljubljana (SI)
- Ljubljana University Medical Centre (SI)
Publication Details
- Journal
- EJNMMI Research
- Published
- 2025-03-16
- DOI
- https://doi.org/10.1186/s13550-025-01210-0
- Citations
- 2
- Primary Topic
- Parkinson's Disease Mechanisms and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 2.78
Funders
- Javna Agencija za Raziskovalno Dejavnost RS