Author

Anastasiia A. Moshkova

Institution: Bauman Moscow State Technical University

Observed institution: Bauman Moscow State Technical University

ORCID: 0009-0000-9698-8655

Observed ORCID: 0009-0000-9698-8655

OpenAlex ID: A5123929558

Machine Learning-Based Comparison of 2-D and 3-D Approaches for Parkinson’s Disease Detection via Hand Movement Analysis

2026 · Anastasiia A. Moshkova, Maksim I. Polguev, et al. · IEEE Access · 2

Early Detection of Parkinson’s Disease Through a Combination of Facial Expression and Hand Movements and Asymmetry-Related Features Using Machine Learning

2025 · Anastasiia A. Moshkova, Margarita V. Ershova, et al. · IEEE Access · 2

Machine learning-based detection of Parkinson’s disease from facial expressions, hand movements, speech, and gait with general-purpose equipment: a systematic review

2026 · Anastasiia A. Moshkova, Anastasia O. Novikova, et al. · International Journal of Medical Informatics · 1

Early Detection of Parkinson’s Disease Using Video-Based Facial Expression Analysis and Machine Learning

2026 · Anastasiia A. Moshkova, Margarita V. Ershova, et al. · IEEE Sensors Journal · 1

Works count: 4

Citation count: 6

H-index: 2

I10-index: