Jolita Bernataviciene

According to our database, Jolita Bernataviciene authored at least 19 papers between 2005 and 2024.

Collaborative distances:

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

2024

Advancements in prostate zone segmentation: integrating attention mechanisms into the nnU-Net framework.

Aleksas Vaitulevicius, Jolita Bernataviciene, Jurgita Markeviciute, Ieva Naruseviciute, Mantas Trakymas, Povilas Treigys

Mach. Learn. Sci. Technol., 2024

Glaucoma Identification Using Convolutional Neural Networks Ensemble for Optic Disc and Cup Segmentation.

Sandra Virbukaite, Jolita Bernataviciene, Daiva Imbrasiene

IEEE Access, 2024

2023

Usage of Isotropic MRI Images Impoves Prostate Cancer Localization Results.

Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Mantas Trakymas, Ieva Naruseviciute

Balt. J. Mod. Comput., 2023

Deep Neural Networks application for Cup-to-Disc ratio estimation in eye fundus images.

Sandra Virbukaite, Jolita Bernataviciene

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

An Overview of Lithuanian Intonation: A Linguistic and Modelling Perspective.

Gerda Ana Melnik-Leroy, Jolita Bernataviciene, Grazina Korvel, Gediminas Navickas, Gintautas Tamulevicius, Povilas Treigys

Informatica, 2022

Detecting Cancerous Regions in DCE MRI using Functional Data, XGboost and Neural Networks.

Povilas Treigys, Aleksas Vaitulevicius, Jolita Bernataviciene, Jurgita Markeviciute, Ieva Naruseviciute, Mantas Trakymas

Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

2020

Deep Learning Methods for Glaucoma Identification Using Digital Fundus Images.

Sandra Virbukaite, Jolita Bernataviciene

Balt. J. Mod. Comput., 2020

2019

Real-Time Maritime Traffic Anomaly Detection Based on Sensors and History Data Embedding.

Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Gintautas Tamulevicius, Viktor Medvedev

Sensors, 2019

2018

Adaptive Eye Fundus Vessel Classification for Automatic Artery and Vein Diameter Ratio Evaluation.

Giedrius Stabingis, Jolita Bernataviciene, Gintautas Dzemyda, Alvydas Paunksnis, Lijana Stabingiene, Povilas Treigys, Ramute Vaicaitiene

Informatica, 2018

Machine Learning Based Classification of Colorectal Cancer Tumour Tissue in Whole-Slide Images.

Mindaugas Morkunas, Povilas Treigys, Jolita Bernataviciene, Arvydas Laurinavicius, Grazina Korvel

Informatica, 2018

2017

A new web-based solution for modelling data mining processes.

Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda

Simul. Model. Pract. Theory, 2017

Integration of a Self-Organizing Map and a Virtual Pheromone for Real-Time Abnormal Movement Detection in Marine Traffic.

Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Viktor Medvedev, Miroslav Voznák, Mindaugas Kurmis, Violeta Bulbenkiene

Informatica, 2017

Automated 2D Segmentation of Prostate in T2-weighted MRI Scans.

Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Ruta Briediene, Ieva Naruseviciute, Gintautas Dzemyda, Viktor Medvedev

Int. J. Comput. Commun. Control, 2017

2016

Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.

Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Povilas Treigys

Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015

Method for Visual Detection of Similarities in Medical Streaming Data.

Jolita Bernataviciene, Gintautas Dzemyda, Gediminas Bazilevicius, Viktor Medvedev, Virginijus Marcinkevicius, Povilas Treigys

Int. J. Comput. Commun. Control, 2015

2012

Assessment of the Optic Nerve Disc and Excavation Parameters of Interactive and Automated Parameterization Methods.

Dovile Buteikiene, Alvydas Paunksnis, Valerijus Barzdziukas, Jolita Bernataviciene, Virginijus Marcinkevicius, Povilas Treigys

Informatica, 2012

2007

Conditions for Optimal Efficiency of Relative MDS.

Jolita Bernataviciene, Gintautas Dzemyda, Virginijus Marcinkevicius

Informatica, 2007

2006

Optimal decisions in combining the SOM with nonlinear projection methods.

Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius

Eur. J. Oper. Res., 2006

2005

Minimization of the Mapping Error using Coordinate Descent.

Gintautas Dzemyda, Jolita Bernataviciene, Olga Kurasova, Virginijus Marcinkevicius

Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005