Cross-sectional stratification of fall-related vulnerability in Parkinson’s disease through multimodal fusion of speech, gait, facial expression, and upper-limb movement
- DOI
- 10.3389/fdgth.2026.1937343
- Published
- 2026-09-23
- Container
- Frontiers in Digital Health
- Publisher
- Frontiers Media SA
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.3389/fdgth.2026.1937343,
title = {Cross-sectional stratification of fall-related vulnerability in Parkinson’s disease through multimodal fusion of speech, gait, facial expression, and upper-limb movement},
author = {Vasileios Skaramagkas and Iro Boura and Georgios Karamanis and Anastasia Pentari and Emilia Michou and Konstantinos Marias and Dimitrios I. Fotiadis and Zinovia Kefalopoulou and Cleanthe Spanaki and Manolis Tsiknakis},
year = {2026},
journal = {Frontiers in Digital Health},
doi = {10.3389/fdgth.2026.1937343},
url = {https://doi.org/10.3389/fdgth.2026.1937343}
}RIS
TY - JOUR TI - Cross-sectional stratification of fall-related vulnerability in Parkinson’s disease through multimodal fusion of speech, gait, facial expression, and upper-limb movement AU - Vasileios Skaramagkas AU - Iro Boura AU - Georgios Karamanis AU - Anastasia Pentari AU - Emilia Michou AU - Konstantinos Marias AU - Dimitrios I. Fotiadis AU - Zinovia Kefalopoulou AU - Cleanthe Spanaki AU - Manolis Tsiknakis PY - 2026 JO - Frontiers in Digital Health DO - 10.3389/fdgth.2026.1937343 UR - https://doi.org/10.3389/fdgth.2026.1937343 ER -
APA
Skaramagkas, V., Boura, I., Karamanis, G., Pentari, A., Michou, E., Marias, K., Fotiadis, D. I., Kefalopoulou, Z., Spanaki, C., & Tsiknakis, M. (2026). Cross-sectional stratification of fall-related vulnerability in Parkinson’s disease through multimodal fusion of speech, gait, facial expression, and upper-limb movement. Frontiers in Digital Health. https://doi.org/10.3389/fdgth.2026.1937343
Source records
- crossref · retrieved 2026-11-09T06:13:24.962Z