Ruud JG van Sloun
Ruud JG van Sloun
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Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
S Roy, W Menapace, S Oei, B Luijten, E Fini, C Saltori, I Huijben, ...
IEEE transactions on medical imaging 39 (8), 2676-2687, 2020
Super-resolution ultrasound imaging
K Christensen-Jeffries, O Couture, PA Dayton, YC Eldar, K Hynynen, ...
Ultrasound in medicine & biology 46 (4), 865-891, 2020
Deep learning in ultrasound imaging
RJG Van Sloun, R Cohen, YC Eldar
Proceedings of the IEEE 108 (1), 11-29, 2019
KalmanNet: Neural network aided Kalman filtering for partially known dynamics
G Revach, N Shlezinger, X Ni, AL Escoriza, RJG Van Sloun, YC Eldar
IEEE Transactions on Signal Processing 70, 1532-1547, 2022
Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound
O Solomon, R Cohen, Y Zhang, Y Yang, H Qiong, J Luo, RJG van Sloun, ...
IEEE Transactions on Medical Imaging, 2019
Adaptive ultrasound beamforming using deep learning
B Luijten, R Cohen, FJ De Bruijn, HAW Schmeitz, M Mischi, YC Eldar, ...
IEEE Transactions on Medical Imaging 39 (12), 3967-3978, 2020
Super-resolution ultrasound localization microscopy through deep learning
RJG van Sloun, O Solomon, M Bruce, ZZ Khaing, H Wijkstra, YC Eldar, ...
IEEE transactions on medical imaging 40 (3), 829-839, 2020
Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results
RJG Van Sloun, L Demi
IEEE journal of biomedical and health informatics 24 (4), 957-964, 2019
Automated multiparametric localization of prostate cancer based on B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics
RR Wildeboer, CK Mannaerts, RJG van Sloun, L Budäus, D Tilki, ...
European radiology 30, 806-815, 2020
A review of the gumbel-max trick and its extensions for discrete stochasticity in machine learning
IAM Huijben, W Kool, MB Paulus, RJG Van Sloun
IEEE transactions on pattern analysis and machine intelligence 45 (2), 1353-1371, 2022
Determination of a potential quantitative measure of the state of the lung using lung ultrasound spectroscopy
L Demi, W Van Hoeve, RJG Van Sloun, G Soldati, M Demi
Scientific reports 7 (1), 12746, 2017
Deep learning for super-resolution vascular ultrasound imaging
RJG Van Sloun, O Solomon, M Bruce, ZZ Khaing, YC Eldar, M Mischi
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods
RR Wildeboer, RJG van Sloun, H Wijkstra, M Mischi
Computer methods and programs in biomedicine 189, 105316, 2020
Deep learning for ultrasound image formation: CUBDL evaluation framework and open datasets
D Hyun, A Wiacek, S Goudarzi, S Rothlübbers, A Asif, K Eickel, YC Eldar, ...
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 68 …, 2021
Deep learning for fast adaptive beamforming
B Luijten, R Cohen, FJ De Bruijn, HAW Schmeitz, M Mischi, YC Eldar, ...
ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019
Exploiting flow dynamics for superresolution in contrast-enhanced ultrasound
O Solomon, RJG van Sloun, H Wijkstra, M Mischi, YC Eldar
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 66 …, 2019
Learning sub-sampling and signal recovery with applications in ultrasound imaging
IAM Huijben, BS Veeling, K Janse, M Mischi, RJG van Sloun
IEEE Transactions on Medical Imaging 39 (12), 3955-3966, 2020
Ultrasound-contrast-agent dispersion and velocity imaging for prostate cancer localization
RJG Van Sloun, L Demi, AW Postema, JJ de la Rosette, H Wijkstra, ...
Medical image analysis 35, 610-619, 2017
Compressed sensing for ultrasound computed tomography
R Van Sloun, A Pandharipande, M Mischi, L Demi
IEEE Transactions on Biomedical Engineering 62 (6), 1660-1664, 2015
Multiparametric ultrasound for prostate cancer detection and localization: correlation of B-mode, shear wave elastography and contrast enhanced ultrasound with radical …
CK Mannaerts, RR Wildeboer, S Remmers, RAA van Kollenburg, ...
The Journal of urology 202 (6), 1166-1173, 2019
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