Learning Sub-Sampling and Signal Recovery with Applications in
Ultrasound Imaging

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Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging

IEEE Transactions on Medical Imaging (TMI), 2019

15 August 2019

Iris A. M. Huijben

Bastiaan S. Veeling

Ruud J. G. van Sloun

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Papers citing "Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging"

12 / 12 papers shown

Title
High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models Tristan S. W. Stevens Oisin Nolan Oudom Somphone Jean-Luc Robert Ruud J. G. van Sloun 160 3 0 28 May 2025
Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound ImagingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Simon W. Penninga Hans van Gorp Ruud J. G. van Sloun MedIm 99 2 0 08 Jan 2025
Learning Structured Compressed Sensing with Automatic Resource AllocationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Han Wang Eduardo Pérez Iris A. M. Huijben Hans van Gorp Ruud J. G. van Sloun Florian Römer 166 0 0 24 Oct 2024
Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware DistillationIEEE Transactions on Signal Processing (IEEE TSP), 2024 Tal Vol Loai Danial Nir Shlezinger 154 4 0 04 Sep 2024
Ultrasound Signal Processing: From Models to Deep LearningUltrasound in Medicine and Biology (Ultrasound Med Biol), 2022 Ben Luijten Nishith Chennakeshava Yonina C. Eldar M. Mischi Ruud J. G. van Sloun MedIm OOD 134 24 0 09 Apr 2022
Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Tristan S. W. Stevens Nishith Chennakeshava F. D. Bruijn M. Pekar Ruud J. G. van Sloun 89 6 0 24 Jan 2022
Ultrasound Speckle Suppression and Denoising using MRI-derived Normalizing Flow Priors Vincent van de Schaft Ruud J. G. van Sloun OOD MedIm 73 7 0 24 Dec 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 320 124 0 04 Oct 2021
Deep Learning for Ultrasound Beamforming Ruud J. G. van Sloun Jong Chul Ye Yonina C. Eldar MedIm 103 4 0 23 Sep 2021
Deep Learning for Multi-View Ultrasonic Image FusionIUS (IUS), 2021 G. Pilikos L. Horchens Tristan van Leeuwen F. Lucka 203 2 0 08 Sep 2021
Deep data compression for approximate ultrasonic image formationIUS (IUS), 2020 G. Pilikos L. Horchens K. Batenburg Tristan van Leeuwen F. Lucka 126 9 0 04 Sep 2020
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI Iris A. M. Huijben Bastiaan S. Veeling Ruud J. G. van Sloun 149 35 0 22 Apr 2020