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• 2020

  A Comparison of Single- and Multiple- Tracking Location Shear Wave Elastography (SWE) for Viscosity Mapping by System Identification (SI)

  Chen, X., Wildeboer, R. R., Kolen, A. F., van Sloun, R. J. G. & Mischi, M., 17 Nov 2020, Proceedings of the 2020 IEEE International Ultrasonics Symposium. Institute of Electrical and Electronics Engineers, 3 p. 9251612

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • S-wave
  • viscosity
  • tissue
  • viscoelasticity
  • comparison

• Acoustic characterization of antibubbles

  Panfilova, A., Chen, P., van Sloun, R. J. G., Wijkstra, H., Postema, M., Poortinga, A. T. & Mischi, M., 17 Jan 2020, p. 109. 110 p.

  Research output: Contribution to conference › Poster › Academic

• Adaptive Ultrasound Beamforming Using Deep Learning

  Luijten, B., Cohen, R., de Bruijn, F. J., Schmeitz, H. A. W., Mischi, M., Eldar, Y. C. & van Sloun, R. J. G., Dec 2020, In : IEEE Transactions on Medical Imaging. 39, 12, p. 3967-3978 12 p., 9138451.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Deep Learning
  • Deep learning
  • Beamforming
  • Ultrasonics
  • Ultrasonography
  3 Citations (Scopus)

• A machine learning method for automatic detection and classification of patient-ventilator asynchrony

  Bakkes, T. H. G. F., Montree, R. J. H., Mischi, M., Mojoli, F. & Turco, S., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers, p. 150-153 4 p. 9175796

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Artificial Respiration
  • Machine Learning
  • Mechanical Ventilators
  • Machine learning
  • Intensive care units

• A modelling framework for assessment of arterial compliance by fusion of oscillometry and pulse wave velocity information

  Bogatu, L. I., Turco, S., Mischi, M., Woerlee, P., Bouwman, A., Korsten, E. H. H. M. & Muehlsteff, J., Nov 2020, In : Computer Methods and Programs in Biomedicine. 196, 11 p., 105492.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Oscillometry
  • Pulse Wave Analysis
  • Compliance
  • Fusion reactions
  • Hemodynamic Monitoring

• An Angle-Independent Cross-Sectional Doppler Method for Flow Estimation in the Common Carotid Artery

  van Knippenberg, L., van Sloun, R. J. G., Bouwman, A., Shulepov, S. & Mischi, M., Aug 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 8, p. 1513 - 1524 12 p., 9005170.

  Research output: Contribution to journal › Article › Academic › peer-review

  • arteries
  • Ultrasonics
  • vessels
  • estimates
  • Flow velocity

• Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods

  Wildeboer, R. R., van Sloun, R. J. G., Wijkstra, H. & Mischi, M., Jun 2020, In : Computer Methods and Programs in Biomedicine. 189, 15 p., 105316.

  Research output: Contribution to journal › Review article › Academic › peer-review

  • Deep Learning
  • Artificial Intelligence
  • Deep learning
  • Artificial intelligence
  • Prostatic Neoplasms
  4 Citations (Scopus)

• 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 journal › Article › Academic › peer-review

  Open Access

  File

  • Elasticity Imaging Techniques
  • Machine Learning
  • Prostatic Neoplasms
  • Prostatectomy
  • ROC Curve
  6 Citations (Scopus)

  51 Downloads (Pure)

• Blind source separation for clutter and noise suppression in ultrasound imaging: review for different applications

  Wildeboer, R. R., Sammali, F., van Sloun, R. J. G., Huang, Y., Chen, P., Bruce, M., Rabotti, C., Shulepov, S., Salomon, G., Schoot, B. C., Wijkstra, H. & Mischi, M., 1 Aug 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 8, p. 1497-1512 16 p., 9005396.

  Research output: Contribution to journal › Article › Academic › peer-review

  • clutter
  • Blind source separation
  • Acoustic noise
  • Ultrasonics
  • Imaging techniques
  1 Citation (Scopus)

• Comparative Review of the Algorithms for Removal of Electrocardiographic Interference from Trunk Electromyography

  Xu, L., Peri, E., Vullings, R., Rabotti, C., Van Dijk, J. P. & Mischi, M., 29 Aug 2020, In : Sensors. 20, 17, 16 p., 4890.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • electromyography
  • Electromyography
  • Electrocardiography
  • electrocardiography
  • interference

• Contrast-enhanced ultrasound quantification: from kinetic modeling to machine learning

  Turco, S., Frinking, P., Wildeboer, R., Arditi, M., Wijkstra, H., Lindner, J. R. & Mischi, M., Mar 2020, In : Ultrasound in Medicine and Biology. 46, 3, p. 518-543 26 p.

  Research output: Contribution to journal › Review article › Academic › peer-review

  • machine learning
  • Machine Learning
  • Contrast Media
  • Kinetics
  • kinetics
  2 Citations (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., 1 Nov 2020, In : World Journal of Urology. 38, 11, p. 2811-2818 8 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Prostatectomy
  • Prostatic Neoplasms
  • Ultrasonography
  • Sensitivity and Specificity
  • Elasticity Imaging Techniques

• Critical analysis of electrohysterographic methods for continuous monitoring of intrauterine pressure

  Rooijakkers, M. J., Rabotti, C., Oei, S. G. & Mischi, M., 1 Apr 2020, In : Mathematical Biosciences and Engineering. 17, 4, p. 3019-3039 21 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Monitoring
  • Pressure
  • monitoring
  • Uterine Monitoring
  • Computational Complexity

• 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., 1 Oct 2020, In : BJU International. 126, 4, p. 481-493 13 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Prostatic Neoplasms
  • Ultrasonography
  • Magnetic Resonance Imaging
  • Biopsy
  • Carcinoma, Intraductal, Noninfiltrating

• Diaphragm electromyography to estimate respiratory effort: a preliminary study

  Vandenbussche, N. L. E., Xu, H., Xu, L., Ciccarelli, C., Long, X., Overeem, S., van Dijk, J., Mischi, M. & Peri, E., Sep 2020, In : Journal of Sleep Research. 29, S1, p. 292 1 p., P462.

  Research output: Contribution to journal › Meeting Abstract › Academic

  Open Access

• Doppler ultrasound technology for fetal heart rate monitoring: a review

  Hamelmann, P., Vullings, R., Kolen, A. F., Bergmans, J. W. M., van Laar, J. O. E. H., Tortoli, P. & Mischi, M., Feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 2, p. 226-238 13 p., 8848855.

  Research output: Contribution to journal › Review article › Academic › peer-review

  • heart rate
  • Ultrasonics
  • Monitoring
  • abdomen
  • Transducers
  3 Citations (Scopus)

• High Resolution Plane Wave Compounding Through Deep Proximal Learning

  Chennakeshava, N., Luijten, B., Drori, O., Mischi, M., Eldar, Y. C. & van Sloun, R. J. G., 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. p. 1-4 9251399

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • Deep learning
  • Ultrasonics
  • Signal processing
  • Imaging techniques

• Influence of spectral peaks on EMG parameter estimation for vibration-exercise analysis

  Xu, Y., Long, X., Luo, Z., Mischi, M. & Xu, L., Nov 2020, (Accepted/In press) In : IEEE Sensors Journal. XX, XX

  Research output: Contribution to journal › Article › Academic › peer-review

  • physical exercise
  • Muscle
  • Parameter estimation
  • vibration
  • Electromyography

• 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., 1 Dec 2020, In : IEEE Transactions on Medical Imaging. 39, 12, p. 3955-3966 12 p., 9138467.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Deep Learning
  • Diagnostic Imaging
  • Analog-Digital Conversion
  • Ultrasonics
  • Data Compression
  18 Downloads (Pure)

• Method for measurement of arterial compliance by fusion of oscillometry and pulse wave velocity

  Bogatu, L., Turco, S., Mischi, M., Woerlee, P. H., Bouwman, A., Korsten, H. H. M. E. & Muehlsteff, J., Jul 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 469-472 4 p. 9175446

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Oscillometry
  • Pulse Wave Analysis
  • Compliance
  • Fusion reactions
  • Hemodynamics

• Propagation of spontaneous electrical activity in the ex vivo human uterus

  Kuijsters, N. P. M., Sammali, F., Ye, X., Blank, C., Xu, L., Mischi, M., Schoot, B. C. & Rabotti, C., 1 Aug 2020, In : Pflugers Archiv European Journal of Physiology. 472, 8, p. 1065-1078 14 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Uterus
  • Electrophysiology
  • Hysterectomy
  • Electrodes
  • Meats

• Relevance of spectral peaks in electromyographic recordings during force-modulated vibration exercise

  Xu, Y., Xu, L., Long, X. & Mischi, M., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society. Institute of Electrical and Electronics Engineers, p. 3106-3109 4 p. 9176045

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Vibration
  • Electromyography
  • Muscle
  • Muscles

• Simulator of a Full Fetal Electrocardiogram Measurement Chain by Multichannel Capacitive Sensing

  Xu, L., Rabotti, C., Zhang, Y., Vullings, R., Meftah, M., Ouzounov, S., Harpe, P. J. A. & Mischi, M., Jul 2020, In : IEEE Transactions on Instrumentation and Measurement. 69, 7, p. 4348-4357 10 p., 8873661.

  Research output: Contribution to journal › Article › Academic › peer-review

  • electrocardiography
  • heart rate
  • Electrocardiography
  • simulators
  • artifacts

• Super-resolution Ultrasound Localization Microscopy through Deep Learning

  van Sloun, R. J. G., Solomon, O., Bruce, M., Khaing, Z. Z., Wijkstra, H., Eldar, Y. C. & Mischi, M., 12 Nov 2020, In : IEEE Transactions on Medical Imaging. XX, XX

  Research output: Contribution to journal › Article › Academic › peer-review

  • Deep Learning
  • Microscopic examination
  • Deep learning
  • Ultrasonics
  • Microscopy

• 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., Dec 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 12, p. 2640-2648 9 p., 9046008.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Shear waves
  • S waves
  • Ultrasonics
  • Imaging techniques
  • Neural networks

• Visual inspection of transvaginal ultrasound videos to characterize uterine peristalsis: an inter-observer agreement study

  Kuijsters, N. P. M., Sammali, F., Rabotti, C., Huang, Y., Mischi, M. & Schoot, B. C., 1 Mar 2020, In : Journal of Ultrasound. 23, 1, p. 37-44 8 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Peristalsis
  • Direction compound
  • Menstrual Cycle

• Wearable sweat sensing for prolonged, semicontinuous, and nonobtrusive health monitoring

  Moonen, E. J. M., Haakma, J. R., Peri, E., Pelssers, E., Mischi, M. & den Toonder, J. M. J., Dec 2020, In : View. 1, 4, 23 p., 20200077.

  Research output: Contribution to journal › Review article › Academic › peer-review

  Open Access

  • health monitoring
  • health care
  • biomarker
  • saliva
  • commercialization
• 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 journal › Article › Academic › peer-review

  • cancer
  • Prostatic Neoplasms
  • predictions
  • machine learning
  • lesions
  4 Citations (Scopus)

• 555 - Contrast enhanced ultrasound for the localization of prostate cancer – correlation with radical prostatectomy specimens

  Gayet, M., Postema, A. W., van Sloun, R., Wildeboer, R., Schalk, S., Mannaerts, C., Beerlage, H., Mischi, M. & Wijkstra, H., Mar 2019, In : European Urology Supplements. 18, 1, p. e739-e740 2 p.

  Research output: Contribution to journal › Conference article › Academic › peer-review

  Open Access

  • Prostatectomy
  • Contrast Media
  • Prostatic Neoplasms
  • Ultrasonography
  • Prostate

• ACOUSTIC CHARACTERIZATION OF ANTIBUBBLES FOR CONTRAST-ENHANCED ULTRASOUND IMAGING

  Panfilova, A., Chen, P., van Sloun, R. J. G., Wijkstra, H., Postema, M., Poortinga, A. T. & Mischi, M., 28 Nov 2019. 1 p.

  Research output: Contribution to conference › Poster › Academic

• Acoustic characterization of antibubbles for quantitative imaging

  Panfilova, A., Chen, P., van Sloun, R. J. G., Wijkstra, H., Postema, M., Poortinga, A. T. & Mischi, M., 3 Sep 2019.

  Research output: Contribution to conference › Poster › Academic

  • acoustics
  • image analysis

• 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 journal › Article › Academic

  Open Access

  File

  • Deep learning
  • Beamforming
  • Ultrasonics
  • Imaging techniques
  • Image quality
  21 Downloads (Pure)

• An extended Kalman filter for fetal heart location estimation during Doppler-based heart rate monitoring

  Hamelmann, P., Vullings, R., Mischi, M., Kolen, A. F., Schmitt, L. & Bergmans, J. W. M., 1 Sep 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 9, p. 3221-3231

  Research output: Contribution to journal › Article › Academic › peer-review

  • heart rate
  • Kalman filters
  • Extended Kalman filters
  • transducers
  • Transducers
  4 Citations (Scopus)

• Clinical evaluation of dispersion MRI for prostate cancer localization: a multicenter study

  Turco, S., Lavini, C., Heijmink, S., Barentsz, J., Wijkstra, H. & Mischi, M., 2019. 1 p.

  Research output: Contribution to conference › Poster

  Open Access

  File

  • Multicenter Studies
  • Prostatic Neoplasms
  • Magnetic Resonance Imaging
  • Pharmacokinetics
  • Prostate
  67 Downloads (Pure)

• Dedicated ultrasound speckle tracking for quantitative analysis of uterine motion outside pregnancy

  Sammali, F., Kuijsters, N. P. M., Huang, Y., Blank, C., Rabotti, C., Schoot, B. C. & Mischi, M., Mar 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 3, p. 581-590 10 p., 8445669.

  Research output: Contribution to journal › Article › Academic › peer-review

  • pregnancy
  • Speckle
  • quantitative analysis
  • Ultrasonics
  • Chemical analysis
  10 Citations (Scopus)

  4 Downloads (Pure)

• Deep learning for fast adaptive beamforming

  Luijten, B., Cohen, R., de Bruijn, F. J., Schmeitz, H. A. W., Mischi, M., Eldar, Y. C. & van Sloun, R. J. G., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 1333-1337 5 p. 8683478

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Deep learning
  • Beamforming
  • Image quality
  • Image reconstruction
  • Ultrasonography
  17 Citations (Scopus)

  2 Downloads (Pure)

• Deep learning for real-time, automatic, and scanner-adapted prostate (zone) segmentation of transrectal ultrasound, for example, magnetic resonance imaging–transrectal ultrasound fusion prostate biopsy

  van Sloun, R. J. G., Wildeboer, R. R., Mannaerts, C. K., Postema, A. W., Gayet, M., Beerlage, H. P., Salomon, G., Wijkstra, H. & Mischi, M., 23 Apr 2019, In : European Urology Focus. XX, XX

  Research output: Contribution to journal › Article › Academic › peer-review

  • Deep Learning
  • Magnetic Resonance Spectroscopy
  • Prostate
  • Biopsy
  • Datasets
  8 Citations (Scopus)

• Deep learning for super-resolution vascular ultrasound imaging

  van Sloun, R. J. G., Solomon, O., Bruce, M., Khaing, Z. Z., Eldar, Y. C. & Mischi, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 1055-1059 5 p. 8683813

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Deep learning
  • Ultrasonics
  • Imaging techniques
  • Optical transfer function
  • Microscopic examination
  12 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 journal › Article › Academic › peer-review

  Open Access

  • Netherlands
  • Prostatic Neoplasms
  • Research Personnel

• EVALUATION OF THE GENERALIZED FINITE AMPLITUDE INSERT SUBSTITUTION METHOD FOR ESTIMATION OF THE ULTRASOUND PARAMETER OF NONLINEARITY

  Panfilova, A., Chen, X., Chen, P., van Sloun, R. J. G., Wijkstra, H., Sapozhnikov, O. & Mischi, M., 28 Nov 2019. 1 p.

  Research output: Contribution to conference › Paper › Academic

  File

• 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 journal › Article › Academic › peer-review

  • acquisition
  • Ultrasonics
  • Imaging techniques
  • spatial resolution
  • Microscopic examination
  6 Citations (Scopus)

• Fetal heart rate monitoring implemented by dynamic adaptation of transmission power of a flexible ultrasound transducer array

  Hamelmann, P., Mischi, M., Kolen, A. F., van Laar, J. O. E. H., Vullings, R. & Bergmans, J. W. M., 1 Mar 2019, In : Sensors. 19, 5, 1195.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • heart rate
  • power transmission
  • Fetal Heart Rate
  • Transducers
  • Power transmission
  3 Citations (Scopus)

  44 Downloads (Pure)

• Investigation of the neural drive during vibration exercise by high-density surface-electromyography

  Xu, L., Negro, F., Rabotti, C., Farina, D. & Mischi, M., Jul 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. p. 1944-1947 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Electromyography
  • Vibration
  • Drive
  • Muscle
  • Chemical activation
  1 Citation (Scopus)

• In-vitro investigation of the relationship between microvascular structure and ultrasound contrast agent dynamics

  Chen, P., Turco, S., Sloun, R. J. G. V., Pollet, A., Toonder, J. D., Wijkstra, H. & Mischi, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 403-406 4 p. 8926232

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • cancer
  • vessels
  • tumors
  • angiogenesis
  • mortality

• Learning Doppler with deep neural networks and its application to intra-cardiac echography

  van Sloun, R. J. G., Belt, H., Janse, K. & Mischi, M., 25 Feb 2019, 2018 IEEE International Ultrasonics Symposium (IUS). Piscataway: Institute of Electrical and Electronics Engineers, 4 p. 8579722

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • learning
  • lesions
  • therapy
  • tachycardia
  • scars
  2 Citations (Scopus)

  1 Downloads (Pure)

• Machine learning for classification of uterine activity outside pregnancy

  Bakkes, T. H. G. F., Sammali, F., Kuijsters, N. P. M., Turco, S., Rabotti, C., Schoot, D. & Mischi, M., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 2161-2164 4 p. 8857374

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Machine Learning
  • Machine learning
  • Classifiers
  • Support Vector Machine
  • Pregnancy
  3 Downloads (Pure)

• Machine learning for multiparametric ultrasound classification of prostate cancer using B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics

  Wildeboer, R. R., Mannaerts, C. K., van Sloun, R. J. G., Wijkstra, H., Salomon, G. & Mischi, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. Piscataway: IEEE Computer Society, p. 1902-1905 4 p. 8925823

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • machine learning
  • S waves
  • cancer
  • magnetic resonance
  • receivers

• Motion-artifact reduction in capacitive heart-rate measurements by adaptive filtering

  Xu, L., Rabotti, C., Zhang, Y., Ouzounov, S., Harpe, P. J. A. & Mischi, M., Oct 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 10, p. 4085-4093 9 p., 8573141.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • electrocardiography
  • heart rate
  • Adaptive filtering
  • Electrocardiography
  • artifacts
  9 Citations (Scopus)

  43 Downloads (Pure)

• Multiparametric mri- and contrast enhanced ultrasound-targeted biopsy for the detection of significant prostate cancer: can we replace systematic biopsy?

  Mannaerts, C., Engelbrecht, M., Postema, A., Lodeizen, O., van Kollenburg, R., van Sloun, R., Wildeboer, R., Mischi, M., de Reijke, T. & Wijkstra, H., 1 Apr 2019, In : Journal of Urology. 201, 4S, p. e430-e430 1 p.

  Research output: Contribution to journal › Conference article › Academic › peer-review

  Open Access

  • Prostatic Neoplasms
  • Biopsy
  • Magnetic Resonance Imaging

• 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 journal › Article › Academic › peer-review

  • Elasticity Imaging Techniques
  • Prostatectomy
  • Prostatic Neoplasms
  • Neoplasm Grading
  • Tumor Burden
  12 Citations (Scopus)