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

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

Research groups: Extreme-Scale Data and Computing

Concurrency of the exponential integrators for the glioblastoma brain tumor simulations

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

Research groups: Extreme-Scale Data and Computing

Data reconstruction from machine learning models via inverse estimation and Bayesian inference

Authors: Agus Hartoyo, Dominika Ciupek, Maciej Malawski, Alessandro Crimi

Research groups: Computational Neuroscience, Extreme-Scale Data and Computing

EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations

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

Research groups: Extreme-Scale Data and Computing

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

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

Research groups: Extreme-Scale Data and Computing, other

Validation of Various Normalization Methods for Brain Tumor Segmentation: Can Federated Learning Overcome This Heterogeneity?

Authors: Jan Fiszer, Dominika Ciupek, Maciej Malawski

Research groups: Extreme-Scale Data and Computing

MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI

Authors: Nancy R. Newlin, Kurt Schilling, Serge Koudoro, Bramsh Qamar Chandio, Praitayini Kanakaraj, Daniel Moyer, Claire E. Kelly, Sila Genc, Jian Chen, Joseph Yuan-Mou Yang, Ye Wu, Yifei He, Jiawei Zhang, Qingrun Zeng, Fan Zhang, Nagesh Adluru, Vishwesh Nath, Sudhir Pathak, Walter Schneider, Anurag Gade, Yogesh Rathi, Tom Hendriks, Anna Vilanova, Maxime Chamberland, Tomasz Pieciak, Dominika Ciupek, Antonio Tristan Vega, Santiago Aja-Fernandez, Maciej Malawski, ...

Research groups: Extreme-Scale Data and Computing

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge

Authors: Gabriel Girard, Jonathan Rafael-Patiño, Raphaël Truffet, Dogu Baran Aydogan, Nagesh Adluru, Veena A. Nair, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Sara Bosticardo, Ilaria Gabusi, Mario Ocampo-Pineda, Matteo Battocchio, Zuzana Piskorova, Pietro Bontempi, Simona Schiavi, Alessandro Daducci, Aleksandra Stafiej, Dominika Ciupek, Fabian Bogusz, Tomasz Pieciak, ...

Research groups: Extreme-Scale Data and Computing