Publications

Displaying items 76-90 of 236 in total
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

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

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

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

D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
Printed Conference manuscript

Authors: Kaleta, Joanna; ...

Research groups: Medical Imaging and Robotics

Multifunctional, Fluorene-Based Modulator of Cholinergic and GABAergic Neurotransmission as a Novel Drug Candidate for Palliative Treatment of Alzheimer's Disease
Accepted Journal article

Authors: Panek, Dawid; Pasieka, Anna; Jonczyk, Jakub; Gawlińska, Milena; Zaręba, Paula; Siwek, Agata; Wolak, Małgorzata; Mordyl, Barbara; Głuch-Lutwin, Monika; Latacz, Gniewomir; Brazzolotto, Xavier; Chantegreil, Fabien; Nachon, Florian; Karasova, Jana Zdarova; Pejchal, Jaroslav; Mzik, Martin; Sestak, Vit; Prchal, Lukas; Odvarkova, Jitka; Soukup, Ondrej; Korabecny, Jan; Sorf, Ales; Hamsikova, Marie; Zemanova, Lucie; Muckova, Lubica; Vánova, Nela; Dryja, Pola; Sałat, Kinga; Höfner, Georg; Wanner, Klaus; Więckowska, Anna; Malawska, Barbara

Research groups: other

Experimental methods for studying amyloid cross-interactions
Printed Journal article

Authors: Kalitnik, Aleksandra; Lassota, Anna; Polańska, Oliwia; Gąsior-Głogowska, Marlena; Szefczyk, Monika; Barbach, Agnieszka; Chilimoniuk, Jarosław; Jęśkowiak-Kossakowska, Izabela; Wojciechowska, Alicja W.; Wojciechowski, Jakub W.; Szulc, Natalia; Kotulska, Małgorzata; Burdukiewicz, Michał

Research groups: Structural and Functional Genomics Group

Accelerating Cloud-Based Transcriptomics: Performance Analysis and Optimization of the STAR Aligner Workflow
Printed Conference manuscript

Authors: Kica, Piotr; Lichołai, Sabina; Orzechowski, Michał; Malawski, Maciej

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

Serverless Approach to Running Resource-Intensive STAR Aligner
Printed Conference manuscript

Authors: Kica, Piotr; Orzechowski, Michał; Malawski, Maciej

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