| 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 | 553 | 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 | 328 | 2020 |
| Deep learning in ultrasound imaging RJG Van Sloun, R Cohen, YC Eldar Proceedings of the IEEE 108 (1), 11-29, 2019 | 257 | 2019 |
| 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 | 192 | 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 | 172 | 2022 |
| 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 | 159 | 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 | 132 | 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 | 120 | 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 | 83 | 2020 |
| 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 | 81 | 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 | 74 | 2019 |
| 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 | 71 | 2022 |
| 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 | 66 | 2020 |
| 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 | 65 | 2019 |
| 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 | 62 | 2021 |
| 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 | 58 | 2020 |
| 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 | 58 | 2019 |
| 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 | 58 | 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 | 56 | 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 | 51 | 2019 |
