Nataliia Melnykova

Big Data analysis in development of personalized medical system

Nataliya Shakhovska, Michal Greguš, Nataliia Melnykova et al. · Procedia Computer Science · 2019 · 54 citations · Full text

Engineering, Big Data Model, Data Personalization +16

An Ensemble Methods for Medical Insurance Costs Prediction Task

Nataliya Shakhovska, Nataliia Melnykova, Valentyna Chopiyak et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2021 · 22 citations · Full text

Engineering, Machine Learning, Supervised Learning Predictors +16

Multimodal Data Fusion for Depression Detection Approach

Mariia Nykoniuk, Oleh Basystiuk, Nataliya Shakhovska et al. · Computation · 2025 · 21 citations · Full text

The personalized approach in a medical decentralized diagnostic and treatment

Nataliia Melnykova, Nataliya Shakhovska · 2017 · 20 citations

System Medicine, Diagnosis, Biomedical Engineering +17

Using Big Data for Formalization the Patient’s Personalized Data

Nataliia Melnykova, Nataliya Shakhovska, Michal Greguš et al. · Procedia Computer Science · 2019 · 19 citations · Full text

Engineering, Patient Tracking System, Euclidean Warehouse +23