Grigoriy Melnyk

According to our database, Grigoriy Melnyk authored at least 13 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Comparative Analysis of CNN Architecture for Emotion Classification on Human Faces.

Oleh Pitsun, Hanna Poperechna, Liudmyla Savanets, Grygoriy Melnyk, Bohdan Halunka

Proceedings of the First International Workshop of Young Scientists on Artificial Intelligence for Sustainable Development, 2024

2023

An Approach toward Automatic Specifics Diagnosis of Breast Cancer Based on an Immunohistochemical Image.

Oleh Berezsky, Oleh Pitsun, Grygoriy Melnyk, Tamara Datsko, Ivan Izonin, Bohdan Derysh

J. Imaging, January, 2023

MLOps Approach for Automatic Segmentation of Biomedical Images.

Oleh Berezsky, Oleh Pitsun, Grygoriy Melnyk, Yuriy Batko, Petro Liashchynskyi, Mykola Berezkyy

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks.

Oleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Grygoriy Melnyk

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022

Application Of MLOps Practices For Biomedical Image Classification.

Oleh Berezsky, Oleh Pitsun, Grygory Melnyk, Yuriy Batko, Bohdan Derysh, Petro Liashchynskyi

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

2021

Automatic Segmentation of Immunohistochemical Images Based on U-net Architecture.

Oleh Berezsky, Oleh Pitsun, Bohdan Derysh, Ihor Pazdriy, Grygory Melnyk, Yuriy Batko

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

2020

Adaptive Immunohistochemical Image Pre-processing Method.

Oleh Berezsky, Oleh Pitsun, Bohdan Derysh, Kateryna Berezska, Grygory Melnyk, Yuriy Batko

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Cytological Image Classification Using Data Reduction.

Oleh Berezsky, Oleh Pitsun, Taras Dolynyuk, Lesia Dubchak, Nadiya Savka, Grygoriy Melnyk, Vasyl Teslyuk

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

2017

Evaluation of automated system conceptual model for oncology diagnosing.

Grigoriy Melnyk, Yuriy Batko, Natalia Batryn

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2016

Graphical interface of hybrid intelligent systems for biomedical imaging analysis.

Yuriy Batko, Grygoriy Melnyk, Oleg Pitsun

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

Regions matching algorithms analysis to quantify the image segmentation results.

Oleh Berezsky, Grygoriy Melnyk, Yuriy Batko, Oleh Pitsun

Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016

2015

Segmentation of cytological and histological images of breast cancer cells.

Oleg M. Berezsky, Yuriy Batko, Grigoriy Melnyk, Sergiy Verbovyy, Lilia Haida

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2008

Biomedical Image Search and Retrieval Algorithms.

Oleh Berezsky, Grigoriy Melnyk, Yuriy Batko

Int. J. Comput., 2008