Petro Liashchynskyi

According to our database, Petro Liashchynskyi authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

Integrating сonvolutional neural networks and autoencoders for skin lesion diagnosis.

Kateryna Bilyk, Olga Narushynska, Petro Liashchynskyi, Vasyl Teslyuk

Proceedings of the Modern Machine Learning Technologies Workshop, 2025

2024

Synthesis of Convolutional Neural Network architectures for biomedical image classification.

Oleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Ivan Izonin

Biomed. Signal Process. Control., 2024

Biomedical Image Datasets.

Oleh Berezsky, Grygoriy Melnyk, Petro Liashchynskyi, Oleh Pitsun

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 2, 2024

Synthesis of Biomedical Images Based on Generative Intelligence Tools.

Oleh Berezsky, Petro Liashchynskyi, Grygoriy Melnyk, Maksym Dombrovskyi, Mykola Berezkyy

Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, 2024

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

Computational Intelligence in Medicine.

Oleh Berezsky, Oleh Pitsun, Petro Liashchynskyi, Bohdan Derysh, Natalia Batryn

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 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

Comparison of Deep Neural Network Learning Algorithms for Biomedical Image Processing.

Oleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Pavlo Liashchynskyi, Mykola Berezkyy

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

2019

Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS.

Petro Liashchynskyi, Pavlo Liashchynskyi

CoRR, 2019