Concurrency of the exponential integrators for the glioblastoma brain tumor simulations

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

Research groups: Extreme-Scale Data and Computing

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

Authors: Fiszer, Jan; Ciupek, Dominika; Malawski, Maciej

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: 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

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

Research groups: Extreme-Scale Data and Computing

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

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

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

Research groups: Extreme-Scale Data and Computing

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

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

Research groups: Extreme-Scale Data and Computing

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

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

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