Tetiana Biloborodova

According to our database, Tetiana Biloborodova authored at least 20 papers between 2017 and 2023.

Collaborative distances:

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

2023

An Integrated Approach to Automated Diagnosis of Cervical Intraepithelial Neoplasia in Digital Histology Images.

Bríd Brosnan, Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Human-AI Collaboration in Decision Making: An Initial Reliability Study and Methodology.

Tetiana Biloborodova, Inna Skarga-Bandurova

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Cervical Intraepithelial Neoplasia Grading from Prepared Digital Histology Images.

Bríd Brosnan, Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Generalization Ability in Medical Image Analysis with Small-Scale Imbalanced Datasets: Insights from Neural Network Learning.

Tetiana Biloborodova, Bríd Brosnan, Inna Skarga-Bandurova, Daniel J. Strauss

Proceedings of the Progress in Artificial Intelligence, 2023

2022

ECG Classification Using Combination of Linear and Non-Linear Features with Neural Network.

Tetiana Biloborodova, Inna Skarga-Bandurova, Illia Skarha-Bandurov, Yelyzaveta Yevsieieva, Oleh Biloborodov

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Region of Interest Identification in the Cervical Digital Histology Images.

Tetiana Biloborodova, Semen Lomakin, Inna Skarga-Bandurova, Yana Krytska

Proceedings of the Progress in Artificial Intelligence, 2022

Cyber Security of Electric Vehicle Charging Infrastructure: Open Issues and Recommendations.

Inna Skarga-Bandurova, Igor Kotsiuba, Tetiana Biloborodova

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Multilayer LSTM Auto-Encoder for Fetal ECG Anomaly Detection.

Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov, Yehor Boltov, Maryna Derkach

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Reputation-Aware Data Fusion for Quantifying Hand Tremor Severity Form Interaction with a Smartphone.

Tetiana Biloborodova, Inna Skarga-Bandurova, Igor Kotsiuba, Illia Skarha-Bandurov

Proceedings of the Public Health and Informatics, 2021

A Learning Framework for Medical Image-Based Intelligent Diagnosis from Imbalanced Datasets.

Tetiana Biloborodova, Inna Skarga-Bandurova, Mark Koverha, Illia Skarha-Bandurov, Yelyzaveta Yevsieieva

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

2020

Surgical Hand Gesture Prediction for the Operating Room.

Inna Skarga-Bandurova, Rostyslav Siriak, Tetiana Biloborodova, Fabio Cuzzolin, Vivek Singh Bawa, Mohamed Ibrahim Mohamed, R. Dinesh Jackson Samuel

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Multimodal Smartphone-Based System for Long-Term Monitoring of Patients with Parkinson's Disease.

Tetiana Biloborodova, Inna Skarga-Bandurova, Oleksandr Berezhnyi, Maksym Nesterov, Illia Skarha-Bandurov

Proceedings of the Information Technology and Systems, 2020

2019

Extracting Interesting Rules from Gestation Course Data for Early Diagnosis of Neonatal Hypoxia.

Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov

J. Medical Syst., 2019

A Personal Mobile Sensing System for Motor Symptoms Assessment of Parkinson's Disease.

Tetiana Biloborodova, Inna Skarga-Bandurova, Viktoriia Derevianchenko, Illia Skarha-Bandurov, Halyna Tatarchenko, Victoria Mokhonko

Proceedings of the 7th International Conference on Future Internet of Things and Cloud Workshops, 2019

EEG Data Fusion for Improving Accuracy of Binary Classification.

Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov, Natalia Zagorodna, Larisa Shumova

Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Data Fusion Technique to Predicting Database Performance Issues.

Inna Skarga-Bandurova, Maksym Nesterov, Tetiana Biloborodova, Gennady Krivoulya, Igor Kotsiuba, Oleg Biloborodov

Proceedings of the 10th International Conference on Dependable Systems, 2019

2018

Strategy to Managing Mixed Datasets with Missing Items.

Inna Skarga-Bandurova, Tetiana Biloborodova, Yuriy Dyachenko

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Blockchain Evolution: from Bitcoin to Forensic in Smart Grids.

Igor Kotsiuba, Artem Velykzhanin, Oleg Biloborodov, Inna Skarga-Bandurova, Tetiana Biloborodova, Yury Yanovich, Viacheslav Zhygulin

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Multi-Database Monitoring Tool for the E-Health Services.

Igor Kotsiuba, Maksym Nesterov, Yury Yanovich, Inna Skarga-Bandurova, Tetiana Biloborodova, Viacheslav Zhygulin

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Discovering Interesting Associations in Gestation Course Data.

Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov

Proceedings of the Progress in Artificial Intelligence, 2017