Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment

no code implementations • 28 Aug 2023 • Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry Korzun

We computed different types of entropy from EEG signals and found that Fuzzy Entropy performed the best in diagnosing and monitoring PD using rs-EEG.

EEG

Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application

no code implementations • 8 Sep 2022 • Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry Korzun

In particular, machine learning (ML) sensors for the prompt diagnosis of COVID-19 are an important option for IoT application in healthcare and ambient assisted living (AAL).

Edge-computing