Publications

Displaying items 46-60 of 215 in total
Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting
Accepted 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
Accepted 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 ten federated learning strategies for multi-contrast image-to-image MRI data synthesis from heterogeneous sources
Submitted 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

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

Authors: Bartosz Baliś, Konrad Czerepak, Karol Zając, Jan Meizner

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

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

Research groups: Computational Neuroscience

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

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

Authors: Alfredo Ibias, Karol Capala, Varun Varma, Anna Drozdz, Jose Sousa

Research groups: Computational Intelligence