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Mikael Brudfors
Mikael Brudfors
Dirección de correo verificada de nvidia.com
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Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ...
IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022
1842022
Outcome after acute ischemic stroke is linked to sex-specific lesion patterns
AK Bonkhoff, MD Schirmer, M Bretzner, S Hong, RW Regenhardt, ...
Nature Communications 12 (1), 3289, 2021
572021
ABCD neurocognitive prediction challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression
A Mihalik, M Brudfors, M Robu, FS Ferreira, H Lin, A Rau, T Wu, ...
Challenge in adolescent brain cognitive development neurocognitive …, 2019
352019
Towards real-time, tracker-less 3D ultrasound guidance for spine anaesthesia
M Brudfors, A Seitel, A Rasoulian, A Lasso, VA Lessoway, J Osborn, ...
International journal of computer assisted radiology and surgery 10, 855-865, 2015
292015
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
282022
MRI super-resolution using multi-channel total variation
M Brudfors, Y Balbastre, P Nachev, J Ashburner
Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018 …, 2018
252018
Flexible Bayesian modelling for nonlinear image registration
M Brudfors, Y Balbastre, G Flandin, P Nachev, J Ashburner
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
212020
Machine phenotyping of cluster headache and its response to verapamil
AR Tso, M Brudfors, D Danno, L Grangeon, S Cheema, M Matharu, ...
Brain 144 (2), 655-664, 2021
202021
ABCD Neurocognitive Prediction Challenge 2019: Predicting individual residual fluid intelligence scores from cortical grey matter morphology
NP Oxtoby, FS Ferreira, A Mihalik, T Wu, M Brudfors, H Lin, A Rau, ...
Challenge in Adolescent Brain Cognitive Development Neurocognitive …, 2019
132019
An algorithm for learning shape and appearance models without annotations
J Ashburner, M Brudfors, K Bronik, Y Balbastre
Medical image analysis 55, 197-215, 2019
132019
A tool for super-resolving multimodal clinical MRI
M Brudfors, Y Balbastre, P Nachev, J Ashburner
arXiv preprint arXiv:1909.01140, 2019
122019
Nonlinear Markov random fields learned via backpropagation
M Brudfors, Y Balbastre, J Ashburner
Information Processing in Medical Imaging: 26th International Conference …, 2019
102019
ConoSurf: Open‐source 3D scanning system based on a conoscopic holography device for acquiring surgical surfaces
M Brudfors, V García‐Vázquez, B Sesé‐Lucio, E Marinetto, M Desco, ...
The International Journal of Medical Robotics and Computer Assisted Surgery …, 2017
92017
Model-based multi-parameter mapping
Y Balbastre, M Brudfors, M Azzarito, C Lambert, MF Callaghan, ...
Medical Image Analysis 73, 102149, 2021
82021
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation
L Chalcroft, RL Pereira, M Brudfors, AS Kayser, M D'Esposito, CJ Price, ...
arXiv preprint arXiv:2308.07251, 2023
72023
An MRF-UNet product of experts for image segmentation
M Brudfors, Y Balbastre, J Ashburner, G Rees, P Nachev, S Ourselin, ...
Medical Imaging with Deep Learning, 48-59, 2021
72021
MRI-GENIE and GISCOME Investigators and the International Stroke Genetics Consortium
AK Bonkhoff, MD Schirmer, M Bretzner, S Hong, RW Regenhardt, ...
Outcome after acute ischemic stroke is linked to sexspecific lesion patterns …, 2021
62021
Empirical bayesian mixture models for medical image translation
M Brudfors, J Ashburner, P Nachev, Y Balbastre
Simulation and Synthesis in Medical Imaging: 4th International Workshop …, 2019
62019
Correcting inter‐scan motion artifacts in quantitative R1 mapping at 7T
Y Balbastre, A Aghaeifar, N Corbin, M Brudfors, J Ashburner, ...
Magnetic Resonance in Medicine 88 (1), 280-291, 2022
52022
Factorisation-based image labelling
Y Yan, Y Balbastre, M Brudfors, J Ashburner
Frontiers in Neuroscience 15, 818604, 2022
52022
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