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2020 – today
- 2023
[j6]Mohammed Hammoud
, Ekaterina Kovalenko, Andrey Somov, Ekaterina Bril, Anna Baldycheva:
Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms. Internet Things 24: 100914 (2023)- [j5]Aleksei Shcherbak, Ekaterina Kovalenko, Andrey Somov:
Detection and Classification of Early Stages of Parkinson's Disease Through Wearable Sensors and Machine Learning. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - [c2]Aleksei Shcherbak, Ekaterina Kovalenko, Ekaterina Bril, Anna Baldycheva, Andrey Somov:
Dominant Hand Invariant Parkinson's Disease Detection Using 1-D CNN Model and STFT-based IMU Data Fusion. ISIE 2023: 1-6 - 2022
- [j4]Aleksandr Talitckii, Ekaterina Kovalenko, Aleksei Shcherbak, Anna Anikina, Ekaterina Bril, Olga Zimniakova, Maxim Semenov, Dmitry V. Dylov, Andrey Somov:
Comparative Study of Wearable Sensors, Video, and Handwriting to Detect Parkinson's Disease. IEEE Trans. Instrum. Meas. 71: 1-10 (2022) - 2021
- [j3]Ekaterina Kovalenko, Mikhail Murashev, Konstantin Podurets, Elena Tereschenko, Ekaterina Yatsishina:
Neutron and Synchrotron Imaging Studies of Preservation State of Metal of Cultural Heritage Objects. J. Imaging 7(11): 224 (2021) - [j2]Aleksandr Talitckii, Anna Anikina, Ekaterina Kovalenko, Aleksei Shcherbak, Oscar Mayora, Olga Zimniakova, Ekaterina Bril, Maxim Semenov, Dmitry V. Dylov, Andrey Somov:
Defining Optimal Exercises for Efficient Detection of Parkinson's Disease Using Machine Learning and Wearable Sensors. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [c1]Aleksandr Talitckii, Anna Anikina, Ekaterina Kovalenko, Oscar Mayora, Venet Osmani, Olga Zimniakova, Maxim Semenov, Ekaterina Bril, Dmitry V. Dylov, Andrey Somov:
Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage. PervasiveHealth 2020: 419-422
2010 – 2019
- 2018
- [j1]Alexey Pakhnevich, Andrey Kurkin, Alexander Lavrov, Konstantin Tarasenko, Ekaterina Kovalenko, Alexander Kaloyan, Konstantin Podurets:
Synchrotron and Neutron Tomography of Paleontological Objects on the Facilities of the Kurchatov Institute. J. Imaging 4(8): 103 (2018)
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