Publications

Displaying items 46-60 of 222 in total
Shape vs flow: a 2D statistical shape analysis of the projection of common iliac veins in patients with deep vein thrombosis
Printed Conference manuscript

Authors: Magdalena Otta, Karol Zając, Maciej Malawski, Ian Halliday, Chung Lim, Janice Tsui, Andrew Narracott

Research groups: Extreme-Scale Data and Computing, Scientific Programmers

A Statistical Shape Modeling Approach for the Derivation of a Data-driven Geometry-aware Lumped Arterial Stenosis Model
Printed Journal article

Authors: P.L.J. Hilhorst, S.C.F.P.M. Verstraeten, K. Zając, R. Ganesan, M. van ’t Veer, F.N. van de Vosse, W. Huberts

Research groups: Scientific Programmers

A Comparison of Coupling Strategies for 1D-3D Simulations of Coronary Hemodynamics
Printed Journal article

Authors: P.L.J. Hilhorst, A.J.E. Vermeer, K. Zając, M. van ’t Veer, M. Rezaeimoghaddam, F.N. van de Vosse, W. Huberts

Research groups: Scientific Programmers

Heterogeneous computing, storage and network infrastructures for medical applications
Accepted Conference manuscript

Authors: Jan Meizner, Maciej Malawski

Research groups: Extreme-Scale Data and Computing

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy
Accepted Conference manuscript

Authors: Joanna Kaleta, Weronika Smolak-Dyżewska, Dawid Malarz, Diego Dall'Alba, Przemysław Korzeniowski, Przemysław Spurek

Research groups: Medical Imaging and Robotics

Towards sensitivity analysis: 3D venous modelling in the lower limb
Printed Conference manuscript

Authors: Magdalena Otta, Karol Zając, Maciej Malawski, Ian Halliday, Chung Lim, Janice Tsui, Andrew Narracott

Research groups: Extreme-Scale Data and Computing, Scientific Programmers

Balancing Natural Language Processing Accuracy and Normalization in Extracting Medical Insights
Submitted Journal article

Authors: Paulina Tworek, Miłosz Bargieł, Yousef Khan, Tomasz Pełech-Pilichowski, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting
Printed Conference manuscript

Authors: Paulina Tworek, Maja Szczypja, Julia Kahan, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

Explainable Artificial Intelligence for Bioactivity Prediction: Unveiling the Challenges with Curated CDK2/CDK4/CDK6 Breast Cancer Dataset
Printed Conference manuscript

Authors: Adam Sułek, Jakub Klimczak, Jakub Jończyk, Tomasz Kosciolek, Tomasz Danel, Barbara Pucelik

Research groups: Structural and Functional Genomics Group

Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge
Submitted Journal article

Authors: (many others), Szymon Płotka, Rafał Litka, (...)

Research groups: Medical Imaging and Robotics

Shall we call for a doctor? How to build trust toward AI in healthcare: Insights from a Polish cross-sectional preference study
Accepted Journal article

Authors: Katarzyna Kolasa, Katarzyna Nicholson, Nikola Laskowska, Krystyna Milian, Dominika Ciupek

Research groups: Extreme-Scale Data and Computing, other

EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations
Accepted Conference manuscript

Authors: Magdalena Pabisz, Dominika Ciupek, Askold Vilkha, Maciej Paszyński

Research groups: Extreme-Scale Data and Computing

Artificial Intelligence predicts GBA1 mutated status in Parkinson's Disease patients
Printed Journal article

Authors: Giulia Di Rauso, Alessandro Ghibellini, Sara Grisanti, Francesco Cavalieri, Valentina Fioravanti, Edoardo Monfrini, Giulia Toschi, Giacomo Portaro, Ruggero Bacchin, Jessica Rossi, Rossella Sabadini, Valeria Ferrari, Andrea Melpignano, Francesca Pacillo, Maria Scarano, Anna Groppi, Luca Gherardini, Chiara Lucchi, Giuseppe Biagini, Mariachiara Malaguti, Luciano Bononi, Maurizio Gabbrielli, Alessio Di Fonzo, Augusto Scaglioni, Franco Valzania

Research groups: Computational Intelligence

Validation of eleven federated learning strategies for multi-contrast image-to-image MRI data synthesis from heterogeneous sources
Printed Journal article

Authors: Jan Fiszer, Dominika Ciupek, Maciej Malawski, Tomasz Pieciak

Research groups: Extreme-Scale Data and Computing

Applying Cloud-Native Principles to Scientific Computations: An Experiment or a Trend?
Submitted Journal article

Authors: Joanna Kosinska, Maciej Malawski, Krzysztof Maliszewski, Karol Zając, Sara Oliviero, Antonino Amedeo La Mattina

Research groups: Extreme-Scale Data and Computing, Scientific Programmers