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R

Ruud J. G. van Sloun

Eindhoven University of Technology

33H-index
310Paper Count
4.7KCitation Count
Published Papers 54
Publication Date
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Patient-Adaptive Echocardiography Using Cognitive Ultrasound
errIEEE Transactions on Medical Imaging
IF9.8
err2026-05-06
err0
PREAI
errWessel L. van Nierop; Oisín Nolan; Tristan S. W. Stevens; Ruud J. G. van Sloun
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EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models
errCOMPUTER GRAPHICS FORUM
IF2.9
err2025-12-01
err0
errOAAI
errPrasad, Vidya; van Gorp, Hans; Humer, Christina; van Sloun, Ruud J. G.; Vilanova, Anna; Pezzotti, Nicola
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Deep clustering of polysomnography data to characterize sleep structure in healthy sleep and non-rapid eye movement parasomnias
errJournal of Neuroscience Methods
IF2.3
err2025-07-14
err0
PREAI
errI.A.M. Huijben; R.J.G. van Sloun; A. Pijpers; S. Overeem; M.M. van Gilst
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Adaptive multilevel thresholding for SVD-based clutter filtering in ultrafast transthoracic coronary flow imaging
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-03-01
err0
errOAAI
errHuang, Yizhou; van Sloun, Ruud; Mischi, Massimo
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Automated Segmentation of Fetal Intracranial Volume in Three-Dimensional Ultrasound Using Deep Learning: Identifying Sex Differences in Prenatal Brain Development
errHUMAN BRAIN MAPPING
IF3.3
err2024-12-04
err0
errOAAI
errde Zwarte, Sonja M. C.; Teeuw, Jalmar; He, Jiaojiao; Bekker, Mireille N.; van Sloun, Ruud J. G.; Pol, Hilleke E. Hulshoff
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Active Inference and Deep Generative Modeling for Cognitive Ultrasound
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2024-11-01
err0
PREAI
errvan Sloun, Ruud J. G.
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Dehazing Ultrasound Using Diffusion Models
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-10-01
err2
errOAAI
errStevens, Tristan S. W.; Meral, Faik C.; Yu, Jason; Apostolakis, Iason Z.; Robert, Jean-Luc; van Sloun, Ruud J. G.
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Overnight Sleep Staging Using Chest-Worn Accelerometry
errSENSORS
IF3.5
err2024-09-02
err1
errOAAI
errSchipper, Fons; Grassi, Angela; Ross, Marco; Cerny, Andreas; Anderer, Peter; Hermans, Lieke; van Meulen, Fokke; Leentjens, Mickey; Schoustra, Emily; Bosschieter, Pien; van Sloun, Ruud J. G.; Overeem, Sebastiaan; Fonseca, Pedro
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ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-08-01
err4
PREAI
errLerendegui, Marcelo; Riemer, Kai; Papageorgiou, Georgios; Wang, Bingxue; Arthur, Lachlan; Chavignon, Arthur; Zhang, Tao; Couture, Olivier; Huang, Pingtong; Ashikuzzaman, Md; Dencks, Stefanie; Dunsby, Chris; Helfield, Brandon; Jensen, Jorgen Arendt; Lisson, Thomas; Lowerison, Matthew R.; Rivaz, Hassan; Samir, Anthony E.; Schmitz, Georg; Schoen, Scott; van Sloun, Ruud; Song, Pengfei; Stevens, Tristan; Yan, Jipeng; Sboros, Vassilis; Tang, Meng-Xing
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Ultrasound Viscoelastography by Acoustic Radiation Force: A State-of-the-Art Review
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2024-05-01
err3
PREAI
errChen, Xufei; Li, Xueting; Turco, Simona; van Sloun, Ruud J. G.; Mischi, Massimo
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DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2024-02-01
err21
errOAAI
errMerkofer, Julian P.; Revach, Guy; Shlezinger, Nir; Routtenberg, Tirza; van Sloun, Ruud J. G.
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SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2024-01-01
err1
errOAAI
errShmuel, Dor Haim; Merkofer, Julian P.; Revach, Guy; van Sloun, Ruud J. G.; Shlezinger, Nir
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Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err6
errOAAI
errGonzalez-Carabarin, Lizeth; Huijben, Iris A. M.; Veeling, Bastian; Schmid, Alexandre; van Sloun, Ruud J. G.
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errSave
Temporal dynamics of awakenings from slow-wave sleep in non-rapid eye movement parasomnia
errJOURNAL OF SLEEP RESEARCH
IF3.9
err2023-12-09
err2
errOAAI
errHuijben, Iris A. M.; van Sloun, Ruud J. G.; Hoondert, Bertram; Dujardin, Sylvie; Pijpers, Angelique; Overeem, Sebastiaan; van Gilst, Merel M.
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Automatic deep learning-based pleural effusion segmentation in lung ultrasound images
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2023-11-29
err2
errOAAI
errVukovic, Damjan; Wang, Andrew; Antico, Maria; Steffens, Marian; Ruvinov, Igor; van Sloun, Ruud J. G.; Canty, David; Royse, Alistair; Royse, Colin; Haji, Kavi; Dowling, Jason; Chetty, Girija; Fontanarosa, Davide
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Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-11-01
err1
PREAI
errvan Gorp, Hans; van Gilst, Merel M.; Fonseca, Pedro; Overeem, Sebastiaan; van Sloun, Ruud J. G.
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A review of machine learning applications for the proton MR spectroscopy workflow
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2023-07-04
err10
errOAAI
errvan de Sande, Dennis M. J.; Merkofer, Julian P.; Amirrajab, Sina; Veta, Mitko; van Sloun, Ruud J. G.; Versluis, Maarten J.; Jansen, Jacobus F. A.; van den Brink, Johan S.; Breeuwer, Marcel
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A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-05-01
err4
errOAAI
errSchipper, Fons; van Sloun, Ruud J. G.; Grassi, Angela; Overeem, Sebastiaan; Fonseca, Pedro
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Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia
errSCIENTIFIC REPORTS
IF3.9
err2022-10-20
err9
errOAAI
errDurrani, Nabeel; Vukovic, Damjan; van der Burgt, Jeroen; Antico, Maria; van Sloun, Ruud J. G.; Canty, David; Steffens, Marian; Wang, Andrew; Royse, Alistair; Royse, Colin; Haji, Kavi; Dowling, Jason; Chetty, Girija; Fontanarosa, Davide
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Unsupervised domain adaptation method for segmenting cross-sectional CCA images
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-10-01
err6
errOAAI
errvan Knippenberg, Luuk; van Sloun, Ruud J. G.; Mischi, Massimo; de Ruijter, Joerik; Lopata, Richard; Bouwman, R. Arthur
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Research Directions

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Co-authors
Cooperation Journals
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Bastiaan R. Bloem
H-index: 121 · Papers: 1.0K
Y
Yonina C. Eldar
H-index: 105 · Papers: 1.5K
H
Hilleke E. Hulshoff Pol
H-index: 95 · Papers: 467
M
Monique J. Roobol
H-index: 93 · Papers: 864
D
Derya Tilki
H-index: 69 · Papers: 999
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