Publications

Displaying items 166-180 of 236 in total
Using Deep Learning to Detect Anomalies in Traffic Flow
Printed Conference manuscript

Authors: Manuel Méndez, Alfredo Ibias, Manuel Núñez

Research groups: Computational Intelligence

Effect of feature discretization on classification performance of explainable scoring-based machine learning model
Printed Conference manuscript

Authors: A Pajor, B Sniezynski, J Zolnierek, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, T. Satława, A Lungu, A Swift, Andrew J. Narracott, R Hose, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Multi-institutional evaluation of a deep learning model for fully automated detection of aortic aneurysms in contrast and non-contrast CT
Printed Conference manuscript

Authors: Y Xie, B Graf, P Farzam, B Baker, C Lamoureux, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Cell image augmentation for classification task using GANs on Pap Smear Dataset
Printed Journal article

Authors: Jakub Zak, Michal K. Grzeszczyk, Antonina Pater, Lukasz Roszkowiak, Krzysztof Siemion, Anna Korzynska

Research groups: Medical Imaging and Robotics

Towards efficient GPGPU Cellular Automata model implementation using persistent active cells
Printed Journal article

Authors: Pawel Renc, Tomasz Pęcak, Alessio De Rango, William Spataro, Giuseppe Mendicino, Jarosław Wąs

Research groups: Medical Imaging and Robotics

How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation
Printed Conference manuscript

Authors: Aneta Lisowska, S. Lavy, Sz. Wilk, M. Peleg

Research groups: Senior Researchers

A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark
Printed Conference manuscript

Authors: Patryk Orzechowski, Pawel Renc, JH Moore, Arkadiusz Sitek, J Was, Joost Wagenaar

Research groups: Medical Imaging and Robotics

Connexins and Pannexins—Similarities and Differences According to the FOD-M Model
Printed Journal article

Authors: Irena Roterman, Katarzyna Stapor, Piotr Fabian, Leszek Konieczny

Research groups: other

BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video
Printed Conference manuscript

Authors: Szymon Płotka, Michal K. Grzeszczyk, Michał Lipa, Tomasz Trzciński, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Using Unused: Non-Invasive Dynamic FaaS Infrastructure with HPC-Whisk
Printed Conference manuscript

Authors: Bartłomiej Przybylski, Maciej Pawlik, Paweł Żuk, Bartłomiej Łagosz, Maciej Malawski, Krzysztof Rzadca

Research groups: Extreme-Scale Data and Computing

Sensitivity analysis of a model of lower limb haemodynamics
Printed Conference manuscript

Authors: Magdalena Otta, Ian Halliday, J. Tsui, C. Lim, Z. Struzik, Andrew J. Narracott

Research groups: Extreme-Scale Data and Computing

Virtual Reality Simulator for Fetoscopic Spina Bifida Repair Surgery
Printed Conference manuscript

Authors: Przemysław Korzeniowski, Szymon Płotka, R. Brawura-Biskupski-Samaha, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

POTHER: Patch-Voted Deep Learning-based Chest X-ray Bias Analysis for COVID-19 Detection
Printed Conference manuscript

Authors: Tomasz Szczepański, Arkadiusz Sitek, Tomasz Trzciński, Szymon Płotka

Research groups: Medical Imaging and Robotics

Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
Printed Conference manuscript

Authors: Michal K. Grzeszczyk, Szymon Płotka, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics