Ruud van Sloun

According to our database1, Ruud van Sloun authored at least 26 papers between 2014 and 2020.

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Bibliography

2020
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound.
IEEE Trans. Medical Imaging, 2020

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound.
IEEE Trans. Medical Imaging, 2020

Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results.
IEEE J. Biomed. Health Informatics, 2020

Deep Learning in Ultrasound Imaging.
Proc. IEEE, 2020

Artificial intelligence in multiparametric prostate cancer imaging with focus on deep-learning methods.
Comput. Methods Programs Biomed., 2020

Deep probabilistic subsampling for task-adaptive compressed sensing.
Proceedings of the 8th International Conference on Learning Representations, 2020

ProxSGD: Training Structured Neural Networks under Regularization and Constraints.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging.
CoRR, 2019

Synthetic Elastography using B-mode Ultrasound through a Deep Fully-Convolutional Neural Network.
CoRR, 2019

Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

B-line Detection and Localization by Means of Deep Learning: Preliminary In-vitro Results.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Super-resolution Using Flow Estimation in Contrast Enhanced Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning for Super-resolution Vascular Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning for Fast Adaptive Beamforming.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Convolutional Robust PCA with Application to Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Convective-Dispersion Modeling in 3D Contrast-Ultrasound Imaging for the Localization of Prostate Cancer.
IEEE Trans. Medical Imaging, 2018

A fixed-distance plane wave method for estimating the ultrasound coefficient of nonlinearity.
Proc. Meet. Acoust., 2018

Super-resolution Ultrasound Localization Microscopy through Deep Learning.
CoRR, 2018

Dynamic velocity vector and relative pressure estimation in the left ventricle with dynamic contrast-enhanced ultrasound of low frame rates.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2017
Entropy of Ultrasound-Contrast-Agent Velocity Fields for Angiogenesis Imaging in Prostate Cancer.
IEEE Trans. Medical Imaging, 2017

Ultrasound-contrast-agent dispersion and velocity imaging for prostate cancer localization.
Medical Image Anal., 2017

2015
Compressed Sensing for Ultrasound Computed Tomography.
IEEE Trans. Biomed. Eng., 2015

2014
Ultrasonic circular array sensing for human arm motion classification.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014


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