Tomasz Dziubich

According to our database, Tomasz Dziubich authored at least 13 papers between 2012 and 2024.

Collaborative distances:

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

2024

Segmentation-based BI-RADS ensemble classification of breast tumours in ultrasound images.

Maciej Bobowicz, Mikolaj Badocha, Katarzyna Gwozdziewicz, Marlena Rygusik, Paulina Kalinowska, Edyta Szurowska, Tomasz Dziubich

Int. J. Medical Informatics, 2024

Assessment Of the Relevance of Best Practices in The Development of Medical R&D Projects Based on Machine Learning.

Jan Cychnerski, Tomasz Dziubich

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

2023

Visual Features for Improving Endoscopic Bleeding Detection Using Convolutional Neural Networks.

Adam Brzeski, Tomasz Dziubich, Henryk Krawczyk

Sensors, December, 2023

Comparison of Selected Neural Network Models Used for Automatic Liver Tumor Segmentation.

Dominik Kwiatkowski, Tomasz Dziubich

Proceedings of the New Trends in Database and Information Systems, 2023

2022

ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification.

Jan Cychnerski, Tomasz Dziubich, Adam Brzeski

CoRR, 2022

2021

Assessment of particular abdominal aorta section extraction from contrast-enhanced computed tomography angiography.

Tomasz Dziubich, Marcin Perdeusz, Artur Skrzynecki

Proceedings of the 14th International Conference on Human System Interaction, 2021

Process of Medical Dataset Construction for Machine Learning - Multifield Study and Guidelines.

Jan Cychnerski, Tomasz Dziubich

Proceedings of the New Trends in Database and Information Systems, 2021

Segmentation Quality Refinement in Large-Scale Medical Image Dataset with Crowd-Sourced Annotations.

Jan Cychnerski, Tomasz Dziubich

Proceedings of the New Trends in Database and Information Systems, 2021

2020

Abdominal Aortic Aneurysm Segmentation from Contrast-Enhanced Computed Tomography Angiography Using Deep Convolutional Networks.

Tomasz Dziubich, Pawel Bialas, Lukasz Znaniecki, Joanna Halman, Jakub Brzezinski

Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

Automated Classifier Development Process for Recognizing Book Pages from Video Frames.

Adam Brzeski, Jan Cychnerski, Karol Draszawka, Krystyna Dziubich, Tomasz Dziubich, Waldemar Korlub, Pawel Rosciszewski

Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2016

Spectral Clustering Wikipedia Keyword-Based Search Results.

Julian Szymanski, Tomasz Dziubich

Frontiers Robotics AI, 2016

2015

Towards Healthcare Cloud Computing.

Piotr Dorozynski, Adam Brzeski, Jan Cychnerski, Tomasz Dziubich

Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

2012

A Ubiquitous System using Semantic Knowledge in Dynamic Service Integration.

Tomasz Dziubich, Pawel Kaczmarek, Slawomir Nasiadka

Proceedings of the PECCS 2012, 2012