Olena Nosovets

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 10

Top Topics

Probabilistic Classifiers

Ultrasound Images

Texture Features

Top Venues

Publications

Oleksandr Davydko, Yaroslav Hladkyi, Mykola Linnik, Olena Nosovets, Vladimir Pavlov, Ievgen Nastenko
Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task. CSIT (1) (2021)
Dmytro Hrishko, Oleksandr Trofymenko, Katerina Bovsunoskaja, Olena Nosovets, Irina Dykan, Borys Tarasiuk, Vladimir Pavlov, Ievgen Nastenko
Optimal Complexity Structures of Ultrasound Image Models in Diagnostic Decision Making System. CSIT (1) (2021)
Vitalii Babenko, Olena Nosovets, Ievgen Nastenko, Volodymyr Pavlov, Viktoria Iakymchuk, Oleksandr Matviichuk, Maksym Suvorov
Forming the System with the Functionality of Clinical Pharmacist for Personalized Treatment Strategy Searching. ICICT (1) (2021)
Oleksandr Matviichuk, Olena Nosovets, Mykola Linnik, Oleksandr Davydko, Vladimir Pavlov, Ievgen Nastenko
Class-Oriented Features Selection Technology in Medical Images Classification Problem on the Example of Distinguishing Between Tuberculosis Sensitive and Resistant Forms. CSIT (1) (2021)
Ievgen Nastenko, Vitaliy Maksymenko, Irina Dykan, Olena Nosovets, Boris Tarasiuk, Volodymyr Pavlov, Vitalii Babenko, Vladyslav Kruhlyi, Volodymyr Soloduschenko, Marina Dyba, Vitalii Umanets
Liver Pathological States Identification in Diffuse Diseases with Self-Organization Models Based on Ultrasound Images Texture Features. CSIT (2) (2020)
Ievgen Nastenko, Vitaliy Maksymenko, Alexander Galkin, Vladimir Pavlov, Olena Nosovets, Irina Dykan, Boris Tarasiuk, Vitalii Babenko, Vitalii Umanets, Olena Petrunina, Denys Klymenko
Liver Pathological States Identification with Self-organization Models Based on Ultrasound Images Texture Features. CSIT (2020)
Vitalii Babenko, Olena Nosovets
Calculating the Personalized Treatment Strategy by Genetic Algorithm Using Optimal Complexity Models. CSIT (2) (2020)
Ievgen Nastenko, Volodymyr Pavlov, Olena Nosovets, K. Zelensky, Ol. Davidko, Ol. Pavlov
Solving the Individual Control Strategy Tasks Using the Optimal Complexity Models Built on the Class of Similar Objects. CSIT (2019)
Ievgen Nastenko, Volodymyr Pavlov, Olena Nosovets, K. Zelensky, Ol. Davidko, Ol. Pavlov
Optimal Complexity Models in Individual Control Strategy Task for Objects that Cannot be Re-trialed. CSIT (1) (2019)
Ievgen Nastenko, Oleksandra Konoval, Olena Nosovets, Volodymyr Pavlov
Structure-oriented classifiers in objects feature space defined by set of measurement. CSIT (1) (2017)