Publications

Displaying items 76-90 of 235 in total
Heterogeneous computing, storage and network infrastructures for medical applications
Accepted Conference manuscript

Authors: Meizner, Jan; Malawski, Maciej

Research groups: Extreme-Scale Data and Computing

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

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

Research groups: Medical Imaging and Robotics

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

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

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

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

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

Research groups: Computational Intelligence

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

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

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: Sułek, Adam; Klimczak, Jakub; Jonczyk, Jakub; Kościółek, Tomasz; Danel, Tomasz; Pucelik, Barbara

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
Printed Journal article

Authors: Płotka, Szymon; Litka, Rafał; ...

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

Research groups: Extreme-Scale Data and Computing, other

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

IT-enabled medicine dispensing in the community pharmacy: an action design research project
Printed 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: Structural and Functional Genomics Group