Publications in collaboration with researchers from AGH University of Science and Technology (24)

2023

  1. Efficient estimation of propagator anisotropy and non-Gaussianity in multishell diffusion MRI with micro-structure adaptive convolution kernels and dual Fourier integral transforms

    Magnetic Resonance in Medicine, Vol. 89, Núm. 1, pp. 440-453

  2. HYDI-DSI revisited: Constrained non-parametric EAP imaging without q-space re-gridding

    Medical Image Analysis, Vol. 84

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

    NeuroImage, Vol. 277

2022

  1. Diffusion-relaxation scattered MR signal representation in a multi-parametric sequence

    Magnetic Resonance Imaging, Vol. 91, pp. 52-61

  2. Moment-based representation of the diffusion inside the brain from reduced DMRI acquisitions: Generalized AMURA

    Medical Image Analysis, Vol. 77

2021

  1. Glioma Classification Using Multimodal Radiology and Histology Data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge

    NeuroImage, Vol. 240

  3. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation

    Mathematics and Visualization

  5. The sensitivity of diffusion MRI to microstructural properties and experimental factors

    Journal of Neuroscience Methods, Vol. 347

2020

  1. Acquiring and Predicting Multidimensional Diffusion (MUDI) Data: An Open Challenge

    Mathematics and Visualization (Springer Science and Business Media Deutschland GmbH), pp. 195-208

  2. Micro-structure diffusion scalar measures from reduced MRI acquisitions

    PLoS ONE, Vol. 15, Núm. 3

2019

  1. Return-to-Axis Probability Calculation from Single-Shell Acquisitions

    Mathematics and Visualization

  2. Single-shell return-to-the-origin probability diffusion mri measure under a non-stationary rician distributed noise

    Proceedings - International Symposium on Biomedical Imaging

2018

  1. Bias correction for non-stationary noise filtering in MRI

    Proceedings - International Symposium on Biomedical Imaging

  2. Robust estimation of the apparent diffusion coefficient invariant to acquisition noise and physiological motion

    Magnetic Resonance Imaging, Vol. 53, pp. 123-133

  3. Scalar diffusion-MRI measures invariant to acquisition parameters: A first step towards imaging biomarkers

    Magnetic Resonance Imaging, Vol. 54, pp. 194-213

2017

  1. Non-Stationary Rician Noise Estimation in Parallel MRI Using a Single Image: A Variance-Stabilizing Approach

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, Núm. 10, pp. 2015-2029

2016

  1. Variance stabilization of noncentral-chi data: Application to noise estimation in MRI

    Proceedings - International Symposium on Biomedical Imaging

2015

  1. Spatially variant noise estimation in MRI: A homomorphic approach

    Medical Image Analysis, Vol. 20, Núm. 1, pp. 184-197