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Dominika Ciupek

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge
2023 · Gabriel Girard, Jonathan Rafael-Patiño, et al. · NeuroImage · 21
Federated learning: A new frontier in the exploration of multi-institutional medical imaging data
2026 · Dominika Ciupek, Maciej Malawski, et al. · Computer Methods and Programs in Biomedicine · 10
Validation of eleven federated learning strategies for multi-contrast image-to-image MRI data synthesis from heterogeneous sources
2026 · Jan Fiszer, Dominika Ciupek, et al. · Biomedical Signal Processing and Control · 4
Shall we call for a doctor? How to build trust toward AI in healthcare: Insights from a Polish cross-sectional preference study
2025 · Katarzyna Kolasa, Katarzyna Baliga-Nicholson, et al. · Health Policy · 4
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI
2024 · Nancy R. Newlin, Kurt Schilling, et al. · The Journal of Machine Learning for Biomedical Imaging · 4
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Data reconstruction from machine learning models via inverse estimation and Bayesian inference
2025 · Agus Hartoyo, Dominika Ciupek, et al. · Scientific Reports · 3
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Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
2021 · Vishwesh Nath, Marco Pizzolato, et al. · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 3
Agreement of an invasive angiography-derived computational model of coronary microvascular physiology against continuous thermodilution
2026 · Daniel J Taylor, Tom Newman, et al. · PLOS Digital Health · 1
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Validation of Various Normalization Methods for Brain Tumor Segmentation: Can Federated Learning Overcome This Heterogeneity?
2025 · Jan Fiszer, Dominika Ciupek, et al. · Lecture notes in computer science · 1
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EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations
2025 · Magdalena Pabisz, Dominika Ciupek, et al. · Lecture notes in computer science · 1
The effect of inversion time on a two-compartment SMT and NODDI: an in vivo study
2021 · Dominika Ciupek, Maryam Afzali, et al. · 1
Is the inversion time important? A study of the reciprocal influence of inversion time and b-value on diffusion and longitudinal relaxation in MRI
2021 · Tomasz Pieciak, Maryam Afzali, et al. · 1
Clinical relevance of diffusion tensor imaging-based parameters estimated with deep learning: the effect of model retraining
2026 · Dominika Ciupek, Antonio Tristan Vega, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Contrastive learning and advanced bundle metrics outperform fractional anisotropy for Alzheimer’s disease diffusion MRI prediction: findings from the Beyond FA challenge
2026 · Elyssa McMaster, Trent Schwartz, et al. · Journal of medical imaging
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A multi- b -value test-retest diffusion MRI brain dataset for model validation and reproducibility assessment
2026 · Tomasz Pieciak, Irene Guadilla, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Corrigendum to “Shall we call for a doctor? How to build trust toward AI in healthcare: Insights from a Polish cross-sectional preference study” [Health policy 159 (2025) 105379]
2025 · Katarzyna Kolasa, Katarzyna Baliga-Nicholson, et al. · Health Policy
Concurrency of the exponential integrators for the glioblastoma brain tumor simulations
2025 · Magdalena Pabisz, Askold Vilkha, et al. · Computers & Mathematics with Applications
Introducing QuantConn: Overcoming Challenging Diffusion Acquisitions with Harmonization
2025 · Nancy Newlin, Kurt Schilling, et al. · Lecture notes in computer science
Federated image-to-image MRI translation from heterogeneous multiple-sites data
2024 · Jan Fiszer, Dominika Ciupek, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Structural connectivity estimates are accurate: the outcome of diffusion-simulated connectivity (DiSCo) challenge
2023 · Gabriel Girard, Jonathan Rafael-Patino, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Works count: 20
Citation count: 54
H-index: 4
I10-index: 2
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