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Jan Brabec
Jan Brabec
John Hopkins University
Verified email at jh.edu
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Year
Assessing the accuracy of a deep learning method to risk stratify indeterminate pulmonary nodules
PP Massion, S Antic, S Ather, C Arteta, J Brabec, H Chen, J Declerck, ...
American journal of respiratory and critical care medicine 202 (2), 241-249, 2020
1242020
Tensor‐valued diffusion MRI in under 3 minutes: an initial survey of microscopic anisotropy and tissue heterogeneity in intracranial tumors
M Nilsson, F Szczepankiewicz, J Brabec, M Taylor, CF Westin, A Golby, ...
Magnetic resonance in medicine 83 (2), 608-620, 2020
822020
Time‐dependent diffusion in undulating thin fibers: Impact on axon diameter estimation
J Brabec, S Lasič, M Nilsson
NMR in Biomedicine 33 (3), e4187, 2020
412020
Diffusion MRI with pulsed and free gradient waveforms: effects of restricted diffusion and exchange
A Chakwizira, CF Westin, J Brabec, S Lasič, L Knutsson, ...
NMR in Biomedicine 36 (1), e4827, 2023
142023
Histogram analysis of tensor-valued diffusion MRI in meningiomas: Relation to consistency, histological grade and type
J Brabec, F Szczepankiewicz, F Lennartsson, E Englund, H Pebdani, ...
NeuroImage: Clinical 33, 102912, 2022
122022
A unified framework for analysis of time-dependent diffusion: numerical validation of a restriction-exchange correlation experiment
M Nilsson, CF Westin, J Brabec, S Lasič, F Szczepankiewicz
Proc. Intl. Soc. Mag. Reson. Med 28, 2020
82020
Meningioma microstructure assessed by diffusion MRI: An investigation of the source of mean diffusivity and fractional anisotropy by quantitative histology
J Brabec, M Friedjungová, D Vašata, E Englund, J Bengzon, L Knutsson, ...
NeuroImage: Clinical 37, 103365, 2023
32023
Probing restricted diffusion and exchange using free gradient waveforms: validation by numerical simulations
A Chakwizira, CF Westin, J Brabec, S Lasič, L Knutsson, ...
arXiv preprint arXiv:2111.11094, 2021
32021
Editorial for "Investigation of the Inter-and Intra-Scanner Reproducibility and Repeatability of Radiomics Features in Magnetic Resonance Imaging"
J Brabec, F Lennartsson
Journal of magnetic resonance imaging: JMRI, 2022
22022
Solid and part-solid lung nodule classification using deep learning on the national lung screening trial dataset
T Kadir, C Arteta, L Pickup, P Novotny, Z Sandford, J Brabec, D Dufek, ...
D99. CLINICALLY INFORMATIVE BIOMARKERS IN LUNG CANCER: A NEEDLE IN A …, 2018
22018
Simulation of Diffusion in Axons with Harmonic and Stochastic Trajectories
J Brabec, S Lasic, M Nilsson
26th Annual Meeting of the International Society for Magnetic Resonance in …, 2018
22018
Investigation of tumor grade and gadolinium enhancement by tensor-valued diffusion encoding and QTI analysis: an exploratory study of gliomas
F Szczepankiewicz, P Juvekar, J Brabec, PC Sundgren, M Nilsson, ...
ISMRM, 2020
12020
B‐tensor encoding in meningiomas: comparisons with histology, microimaging and tumor consistency
J Brabec, F Szczepankiewicz, E Englund, J Bengzon, L Knutsson, ...
Proceedings of the 27th Annual Meeting of ISMRM, Montreal, Canada 1002, 2019
12019
Identifying Multiple Sclerosis Lesion Subtypes with Distinct Microstructural Features using Advanced Microstructural MRI and Unsupervised Machine Learning
HG Shin, B Dewey, J Brabec, X Li, O Ezzedin, K Ecoff, A Ramirez, A Duval, ...
MULTIPLE SCLEROSIS JOURNAL 29, 857-857, 2023
2023
Coregistered histology sections with diffusion tensor imaging data at 200 µm resolution in meningioma tumors
J Brabec, E Englund, J Bengzon, F Szczepankiewicz, D Van Westen, ...
Data in Brief 48, 109261, 2023
2023
Applications of diffusion MRI: Tensor-valued encoding, time-dependent diffusion, and histological validation
J Brabec
2022
Separating glioma hyperintensities from white matter by diffusion-weighted imaging with spherical tensor encoding
J Brabec, F Durmo, F Szczepankiewicz, P Brynolfsson, B Lampinen, ...
Frontiers in Neuroscience, 383, 2022
2022
Imaging meningioma tumor microstructure: a comparison between quantitative histopathology and high-resolution diffusion tensor imaging
J Brabec, F Szczepankiewicz, E Englund, J Bengzon, L Knutsson, ...
ISMRM, 2020
2020
B-tensor encoding in gliomas: improved tumor grading by the isotropic kurtosis
J Brabec, F Szczepankiewicz, P Brynolfsson, L Björn, F Durmo, ...
ISMRM, 2020
2020
Diffusion MRI of Brain Tissue: Importance of Axonal Trajectory
J Brabec
2018
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Articles 1–20