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2020

Automated multiparametric localization of prostate cancer based on B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics

Wildeboer, R. R., Mannaerts, C. K., van Sloun, R. J. G., Budäus, L., Tilki, D., Wijkstra, H., Salomon, G. & Mischi, M., Feb 2020, In : European Radiology. 30, 2, p. 806-815 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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3 Citations (Scopus)
37 Downloads (Pure)
1 Citation (Scopus)

Contrast-enhanced ultrasound with dispersion analysis for the localization of prostate cancer: correlation with radical prostatectomy specimens

Postema, A. W., Gayet, M. C. W., van Sloun, R. J. G., Wildeboer, R. R., Mannaerts, C. K., Savci-Heijink, C. D., Schalk, S. G., Kajtazovic, A., van der Poel, H., Mulders, P. F. A., Beerlage, H. P., Mischi, M. & Wijkstra, H., 20 Feb 2020, In : World Journal of Urology.

Research output: Contribution to journalArticleAcademicpeer-review

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Roy, S., Menapace, W., Oei, S., Luijten, B., Fini, E., Saltori, C., Huijben, I., Chennakeshava, N., Mento, F., Sentelli, A., Peschiera, E., Trevisan, R., Maschietto, G., Torri, E., Inchingolo, R., Smargiassi, A., Soldati, G., Rota, P., Passerini, A., van Sloun, R. J. G. & 2 others, Ricci, E. & Demi, L., Aug 2020, In : IEEE Transactions on Medical Imaging. 39, 8, p. 2676-2687 12 p., 9093068.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)

Deep learning in ultrasound imaging

van Sloun, R. J. G., Cohen, R. & Eldar, Y. C., Jan 2020, In : Proceedings of the IEEE. 108, 1, p. 11-29 19 p., 8808885.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
1 Downloads (Pure)

Deep unfolded robust PCA with application to clutter suppression in ultrasound

Solomon, O., Cohen, R., Zhang, Y., Yang, Y., He, Q., Luo, J., van Sloun, R. J. G. & Eldar, Y. C., Apr 2020, In : IEEE Transactions on Medical Imaging. 39, 4, p. 1051-1063 13 p., 8836615.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Detection of clinically significant prostate cancer in biopsy-naïve men: direct comparison of systematic biopsy, multiparametric MRI- and contrast-ultrasound-dispersion imaging-targeted biopsy

Mannaerts, C. K., Engelbrecht, M. R. W., Postema, A. W., van Kollenburg, R. A. A., Hoeks, C. M. A., Savci-Heijink, C. D., van Sloun, R. J. G., Wildeboer, R. R., de Reijke, T. M., Mischi, M. & Wijkstra, H., 21 Apr 2020, In : BJU International.

Research output: Contribution to journalArticleAcademicpeer-review

Localizing B-lines in lung ultrasonography by weakly-supervised deep learning, in-vivo results

van Sloun, R. J. G. & Demi, L., Apr 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 4, p. 957-964 8 p., 8805336.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

Synthetic elastography using B-mode ultrasound through a deep fully-convolutional neural network

Wildeboer, R. R., van Sloun, R. J. G., Mannaerts, C. K., Moraes, P. H., Salomon, G., Chammas, M. C., Wijkstra, H. & Mischi, M., 24 Mar 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

Research output: Contribution to journalArticleAcademicpeer-review

2019

3-D multi-parametric contrast-enhanced ultrasound for the prediction of prostate cancer

Wildeboer, R. R., van Sloun, R. J. G., Huang, P., Wijkstra, H. & Mischi, M., 10 Jul 2019, In : Ultrasound in Medicine and Biology. 45, 10, p. 2713-2724 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Adaptive ultrasound beamforming using deep learning

Luijten, B., Cohen, R., de Bruijn, F. J., Schmeitz, H. A. W., Mischi, M., Eldar, Y. C. & Sloun, R. J. G. V., 23 Sep 2019, In : arXiv. 10 p., 1909.10342v1.

Research output: Contribution to journalArticleAcademic

Open Access
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8 Downloads (Pure)
5 Citations (Scopus)

EFSUMB Young Investigator Award 2019

Wildeboer, R., van Sloun, R., Wijkstra, H. & Mischi, M., 2019, In : Ultraschall in der Medizin. 40, 04, p. 522-523 2 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Exploiting flow dynamics for superresolution in contrast-enhanced ultrasound

Solomon, O., van Sloun, R. J. G., Wijkstra, H., Mischi, M. & Eldar, Y. C., 1 Oct 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 10, p. 1573-1586 14 p., 8751992.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Learning sub-sampling and signal recovery with applications in ultrasound imaging

Huijben, I. A. M., Veeling, B. S., Janse, K., Mischi, M. & Sloun, R. J. G. V., 15 Aug 2019, In : arXiv. 11 p., 1908.05764v2.

Research output: Contribution to journalArticleAcademic

Open Access
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14 Downloads (Pure)

Multiparametric ultrasound for prostate cancer detection and localization: Correlation of B-mode, shearwave elastography and contrast-enhanced ultrasound with radical prostatectomy specimens

Mannaerts, C. K., Wildeboer, R. R., Remmers, S., van Kollenburg, R. A. A., Kajtazovic, A., Hagemann, J., Postema, A. W., van Sloun, R. J. G., Roobol, M. J., Tilki, D., Mischi, M., Wijkstra, H. & Salomon, G., 1 Dec 2019, In : Journal of Urology. 202, 6, p. 1166-1173 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

On the relationship between dynamic contrast-enhanced ultrasound parameters and the underlying vascular architecture extracted from acoustic angiography

Panfilova, A., Shelton, S. E., Caresio, C., van Sloun, R. J. G., Molinari, F., Wijkstra, H., Dayton, P. A. & Mischi, M., Feb 2019, In : Ultrasound in Medicine and Biology. 45, 2, p. 539-548 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring

van Gilst, M. M., van Dijk, J. P., Krijn, R., Hoondert, B., Fonseca, P., van Sloun, R. J. G., Arsenali, B., Vandenbussche, N., Pillen, S., Maass, H., van den Heuvel, L., Haakma, R., Leufkens, T. R., Lauwerijssen, C., Bergmans, J. W. M., Pevernagie, D. & Overeem, S., 1 Nov 2019, In : BMJ open. 9, 11, 9 p., e030996.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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3 Citations (Scopus)
32 Downloads (Pure)
2018

Contrast-enhanced ultrasound tractography for 3D vascular imaging of the prostate

van Sloun, R. J. G., Demi, L., Schalk, S. G., Caresio, C., Mannaerts, C., Postema, A. W., Molinari, F., van der Linden, H. C., Huang, P., Wijkstra, H. & Mischi, M., 1 Dec 2018, In : Scientific Reports. 8, 1, 8 p., 14640.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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5 Citations (Scopus)
46 Downloads (Pure)

Convective-dispersion modeling in 3D contrast-ultrasound imaging for the localization of prostate cancer

Wildeboer, R. R., van Sloun, R. J. G., Schalk, S. G., Mannaerts, C. K., van der Linden, J. C., Huang, P., Wijkstra, H. & Mischi, M., 1 Dec 2018, In : IEEE Transactions on Medical Imaging. 37, 12, p. 2593-2602 10 p., 8371214.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
1 Downloads (Pure)

Improved plane wave ultrasound beamforming by incorporating angular weighting and coherent compounding in Fourier domain

Chen, C., Hendriks, G. A. G. M., van Sloun, R. J. G., Hansen, H. H. G. & de Korte, C. L., May 2018, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 65, 5, p. 749-765 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
1 Downloads (Pure)
2017

Determination of a potential quantitative measure of the state of the lung using lung ultrasound spectroscopy

Demi, L., van Hoeve, W., van Sloun, R. J. G., Soldati, G. & Demi, M., 1 Dec 2017, In : Scientific Reports. 7, 1, 12746.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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22 Citations (Scopus)
50 Downloads (Pure)

Entropy of ultrasound-contrast-agent velocity fields for angiogenesis imaging in prostate cancer

van Sloun, R. J. G., Demi, L., Postema, A. W., de la Rosette, J. J. M. C. H., Wijkstra, H. & Mischi, M., 1 Mar 2017, In : IEEE Transactions on Medical Imaging. 36, 3, p. 826-837 12 p., 7745886.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

Mammography: developing a smarter and safer alternative

van Sloun, R. J. G., Demi, L., Wijkstra, H. & Mischi, M., Apr 2017, In : Future Oncology. 13, 8, p. 669-671 3 p.

Research output: Contribution to journalArticleAcademicpeer-review

The prostate cancer detection rates of CEUS-targeted versus MRI-targeted versus systematic TRUS-guided biopsies in biopsy-naïve men: a prospective, comparative clinical trial using the same patients

Postema, A. W., Scheltema, M. J. V., Mannaerts, C. K., van Sloun, R. J. G., Idzenga, T., Mischi, M., Engelbrecht, M. R. E., de la Rosette, J. J. M. C. H. & Wijkstra, H., 5 Apr 2017, In : Urology. 17, p. 1-8 8 p., 27.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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7 Citations (Scopus)
90 Downloads (Pure)

Ultrasound-contrast-agent dispersion and velocity imaging for prostate cancer localization

van Sloun, R. J. G., Demi, L., Postema, A., de la Rosette, J. J. M. C. H. J., Wijkstra, H. & Mischi, M., Jan 2017, In : Medical Image Analysis. 35, Januari 2017, p. 610-619 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
32 Citations (Scopus)
1 Downloads (Pure)

Viscoelasticity mapping by identification of local shear wave dynamics

van Sloun, R. J. G., Wildeboer, R. R., Wijkstra, H. & Mischi, M., Nov 2017, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 64, 11, p. 1666-1673 8 p., 8015181.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
2 Downloads (Pure)
2016

Towards dynamic contrast specific ultrasound tomography

Demi, L., Van Sloun, R. J. G., Wijkstra, H. & Mischi, M., 5 Oct 2016, In : Scientific Reports. 6, 8 p., 34458.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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2 Citations (Scopus)
216 Downloads (Pure)
2015

Compressed sensing for ultrasound computed tomography

Sloun, van, R. J. G., Pandharipande, A., Mischi, M. & Demi, L., 2015, In : IEEE Transactions on Biomedical Engineering. 62, 2, p. 1660-1664

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)
5 Downloads (Pure)

Cumulative phase delay imaging for contrast-enhanced ultrasound tomography

Demi, L., van Sloun, R. J. G., Wijkstra, H. & Mischi, M., 7 Nov 2015, In : Physics in Medicine and Biology. 60, 21, p. L23-33

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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4 Citations (Scopus)
116 Downloads (Pure)

Ultrasound coefficient of nonlinearity imaging

Sloun, van, R. J. G., Demi, L., Shan, C. & Mischi, M., 2015, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 62, 7, p. 1331-1341

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
4 Downloads (Pure)
2014

Ultrasonic array doppler sensing for human movement classification

Sloun, van, R. J. G., Srinivasan, S., Pandharipande, A. & Sommen, P. C. W., 2014, In : IEEE Sensors Journal. 14, 8, p. 2782-2791

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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5 Citations (Scopus)
112 Downloads (Pure)
2013

Subjectively impaired bed mobility in Parkinson disease affects sleep efficiency

Louter, M., van Sloun, R. J. G., Pevernagie, D. A. A., Arends, J. B. A. M., Cluitmans, P. J., Bloem, B. R. & Overeem, S., Jul 2013, In : Sleep Medicine. 14, 7, p. 668-674 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)
1 Downloads (Pure)