Ekaterina Kovalenko

Avoiding Misdiagnosis of Parkinson’s Disease With the Use of Wearable Sensors and Artificial Intelligence

D. Dylov, A. Somov, E. Bril, 2020, IEEE Sensors Journal.

Distinguishing Between Parkinson’s Disease and Essential Tremor Through Video Analytics Using Machine Learning: A Pilot Study

Andrey Somov, Ekaterina Kovalenko, Dmitry V. Dylov, 2021, IEEE Sensors Journal.

Defining Optimal Exercises for Efficient Detection of Parkinson’s Disease Using Machine Learning and Wearable Sensors

O. Mayora, D. Dylov, A. Somov, 2021, IEEE Transactions on Instrumentation and Measurement.

Detection and Classification of Early Stages of Parkinson’s Disease Through Wearable Sensors and Machine Learning

A. Somov, Ekaterina Kovalenko, A. Shcherbak, 2023, IEEE Transactions on Instrumentation and Measurement.