Publications

Displaying items 76-90 of 241 in total
EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations
Accepted Conference manuscript

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

Research groups: Extreme-Scale Data and Computing

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

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

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

Research groups: Extreme-Scale Data and Computing

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

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

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

An observability framework for scientific applications in HPC systems
Submitted Journal article

Authors: Balis, Bartosz; Czerepak, Konrad; Zając, Karol; Meizner, Jan

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

Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units
Submitted Journal article

Authors: Falcó-Roget, Joan; Jurek, Kacper; Wojtarowicz, Barbara; Capała, Karol; Rycerz, Katarzyna

Research groups: Computational Neuroscience, Computational Intelligence

Directed networks and resting-state effective brain connectivity with state-space reconstruction using reservoir computing causality
Submitted Journal article

Authors: Falcó-Roget, Joan; Onicas, Adrian; Sarpong, Felix-Akwasi; Crimi, Alessandro

Research groups: Computational Neuroscience

Understanding lower limb haemodynamics: sensitivity analysis of a 0D model
Submitted Journal article

Authors: Otta, Magdalena; Saxton, Harry; Halliday, Ian ; Kica, Piotr; Malawski, Maciej; Tsui, Janice; Lim, Chung S.; Narracott, Andrew J.

Research groups: Extreme-Scale Data and Computing

From Black Box to Explainable AI: CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration
Submitted Journal article

Authors: Gherardini, Luca; Lengyel, Imre; Peto, Tunde; Klaver, Caroline C. W.; Meester-Smoor, Magda A.; Colijn, Johanna Maria; EYE-RISK Consortium; E3 Consortium; Sousa, Jose

Research groups: Computational Intelligence

Artificial Intelligence-Enabled Medicine Dispensing: From Concepts to Practice in the Community Pharmacy
Submitted Journal article

Authors: Barata, João; Mendes, Mateus; Santos, Ana Paula Melo; Neves, Maria João Melo; Wozniak, Kamil; Drozdz, Anna; Sousa, Jose

Research groups: Computational Intelligence

Improving Noise Robustness through Abstractions and its Impact on Machine Learning
Submitted Journal article

Authors: Ibias, Alfredo; Capała, Karol; Varma, Varun Ravi; Drozdz, Anna; Sousa, Jose

Research groups: Computational Intelligence

Improving Detection of ChatGPT-Generated Fake BioMedical Science Using Real Publication Text: Introducing xFakeBibs a Supervised-Learning Network Algorithm
Submitted Journal article

Authors: Hamed, Ahmed Abdeen

Research groups: other

Sensitivity analysis for exploring the variability and parameter landscape in virtual patient cohorts of multivessel coronary artery disease
Printed Journal article

Authors: Hilhorst, Pjotr; van de Wouw, Bregje; Zając, Karol; Veer, Marcel van 't; van de Vosse, Frans; Huberts, Wouter

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

Virtual Screening Approaches to Identify Promising Multitarget-Directed Ligands for the Treatment of Autism Spectrum Disorder
Accepted Journal article

Authors: Jonczyk, Jakub; Przybylska, Klaudia; Staszewski, Marek; Godyń, Justyna; Werner, Tobias; Stefaniak-Napieralska, Monika; Stark, Holger; Walczyński, Krzysztof; Bajda, Marek

Research groups: other

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge
Accepted Journal article

Authors: Szczepański, Tomasz; Grzeszczyk, Michal K.; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics