Publications

Displaying items 136-150 of 205 in total
Effect of feature discretization on classification performance of explainable scoring-based machine learning model
Printed Conference manuscript

Authors: A Pajor, B Sniezynski, J Zolnierek, A 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: MK Grzeszczyk, T Satława, A Lungu, A Swift, A Narracott, R Hose, T Trzcinski, A 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, A 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: Paweł 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: A. 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: P Orzechowski, P Renc, JH Moore, A Sitek, J Was, J Wagenaar

Research groups: Medical Imaging and Robotics

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

Authors: I. Roterman. K. Stąpor, P. Fabian, L. Konieczny

Research groups: other

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

Authors: S Płotka, MK Grzeszczyk, M Lipa, T Trzciński, and A 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: M.Otta , I. Halliday, J. Tsui , C. Lim , Z. Struzik, A. Narracott

Research groups: Extreme-Scale Data and Computing

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

Authors: P. Korzeniowski, S. Plotka, R. Brawura-Biskupski-Samaha, A. 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: T. Szczepański, A. Sitek, T. Trzciński, S. 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

Artificial intelligence in the diagnosis of necrotising enterocolitis in newborns
Printed Journal article

Authors: Arkadiusz Sitek, Joanna Seliga-Siwecka, Szymon Płotka, Michal K. Grzeszczyk, Szymon Seliga, Krzysztof Włodarczyk, Renata Bokiniec

Research groups: Medical Imaging and Robotics