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Sabine Van Huffel

interuniversity microelectronics centre

86H-index
1.3KPaper Count
3.4WCitation Count
Published Papers 219
Publication Date
Quantization-aware matrix factorization for low bit rate image compression
err2025-09-01
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errOAAI
errAshtari, Pooya; Behmandpoor, Pourya; Haredasht, Fateme Nateghi; Chen, Jonathan H.; Patrinos, Panagiotis; Van Huffel, Sabine
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DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge
err2025-08-09
err0
errOAAI
errEzequiel de la Rosa; Mauricio Reyes; Sook-Lei Liew; Alexandre Hutton; Roland Wiest; Johannes Kaesmacher; Uta Hanning; Arsany Hakim; Richard Zubal; Waldo Valenzuela; David Robben; Diana M. Sima; Vincenzo Anania; Arne Brys; James A. Meakin; Anne Mickan; Gabriel Broocks; Christian Heitkamp; Shengbo Gao; Kongming Liang; Ziji Zhang; Md Mahfuzur Rahman Siddiquee; Andriy Myronenko; Pooya Ashtari; Sabine Van Huffel; Hyunsu Jeong; Chiho Yoon; Chulhong Kim; Jiayu Huo; Sebastien Ourselin; Rachel Sparks; Albert Clèrigues; Arnau Oliver; Xavier Lladó; Liam Chalcroft; Ioannis Pappas; Jeroen Bertels; Ewout Heylen; Juliette Moreau; Nima Hatami; Carole Frindel; Abdul Qayyum; Moona Mazher; Domenec Puig; Shao-Chieh Lin; Chun-Jung Juan; Tianxi Hu; Lyndon Boone; Maged Goubran; Yi-Jui Liu; Susanne Wegener; Florian Kofler; Ivan Ezhov; Suprosanna Shit; Moritz R. Hernandez Petzsche; Michael Müller; Bjoern Menze; Jan S. Kirschke; Benedikt Wiestler
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Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome
err2024-07-01
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errOAAI
errAnsari, Amir; Pillay, Kirubin; Arasteh, Emad; Dereymaeker, Anneleen; Mellado, Gabriela Schmidt; Jansen, Katrien; Winkler, Anderson M.; Naulaers, Gunnar; Bhatt, Aomesh; Van Huffel, Sabine; Hartley, Caroline; De Vos, Maarten; Slater, Rebeccah; Baxter, Luke
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A multi-task and multi-channel convolutional neural network for semi-supervised neonatal artefact detection
err2023-03-14
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errOAAI
errHermans, Tim; Smets, Laura; Lemmens, Katrien; Dereymaeker, Anneleen; Jansen, Katrien; Naulaers, Gunnar; Zappasodi, Filippo; Van Huffel, Sabine; Comani, Silvia; De Vos, Maarten
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Factorizer: A scalable interpretable approach to context modeling for medical image segmentation
err2023-02-01
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errOAAI
errAshtari, Pooya; Sima, Diana M.; De Lathauwer, Lieven; Sappey-Marinier, Dominique; Maes, Frederik; Van Huffel, Sabine
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Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy
err2023-01-10
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errOAAI
errHermans, Tim; Carkeek, Katherine; Dereymaeker, Anneleen; Jansen, Katrien; Naulaers, Gunnar; Van Huffel, Sabine; De Vos, Maarten
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Post-acquisition water-signal removal in 3D water-unsuppressed 1H-MR spectroscopic imaging of the prostate
err2022-12-26
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errOAAI
errStamatelatou, Angeliki; Sima, Diana M.; van Huffel, Sabine; van Asten, Jack J. A.; Heerschap, Arend; Scheenen, Tom W. J.
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A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control
err2022-12-01
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PREAI
errXie, Hongbo; Mengersen, Kerrie; Di, Changan; Zhang, Yongjian; Lipman, Justin; Van Huffel, Sabine
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New multiple sclerosis lesion segmentation and detection using pre-activation U-Net
err2022-10-26
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errOAAI
errAshtari, Pooya; Barile, Berardino; Van Huffel, Sabine; Sappey-Marinier, Dominique
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Temporal Changes in Beat-to-Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy
err2022-07-05
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errOAAI
errAmoni, Matthew; Ingelaere, Sebastian; Moeyersons, Jonathan; Vandenberk, Bert; Claus, Piet; Lemmens, Robin; Van Huffel, Sabine; Sipido, Karin; Varon, Carolina; Willems, Rik
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A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data
err2022-04-26
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errOAAI
errVilla, Amalia; Vandenberk, Bert; Kentta, Tuomas; Ingelaere, Sebastian; Huikuri, Heikki, V; Zabel, Markus; Friede, Tim; Sticherling, Christian; Tuinenburg, Anton; Malik, Marek; Van Huffel, Sabine; Willems, Rik; Varon, Carolina
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A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels
err2022-03-01
err19
errOAAI
errAnsari, Amir H.; Pillay, Kirubin; Dereymaeker, Anneleen; Jansen, Katrien; Van Huffel, Sabine; Naulaers, Gunnar; De Vos, Maarten
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Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis
err2021-11-22
err16
errOAAI
errChatzichristos, Christos; Kofidis, Eleftherios; Van Paesschen, Wim; De Lathauwer, Lieven; Theodoridis, Sergios; Van Huffel, Sabine
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Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients
errSENSORS
IF3.5
err2021-09-25
err3
errOAAI
errHuysmans, Dorien; Castro, Ivan; Borzee, Pascal; Patel, Aakash; Torfs, Tom; Buyse, Bertien; Testelmans, Dries; Van Huffel, Sabine; Varon, Carolina
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The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels
err2021-07-09
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errOAAI
errVandecasteele, Kaat; De Cooman, Thomas; Chatzichristos, Christos; Cleeren, Evy; Swinnen, Lauren; Ortiz, Jaiver Macea; Van Huffel, Sabine; Duempelmann, Matthias; Schulze-Bonhage, Andreas; De Vos, Maarten; Van Paesschen, Wim; Hunyadi, Borbala
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Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring
err2021-07-01
err3
errOAAI
errAlbaba, Adnan; Castro, Ivan; Borzee, Pascal; Buyse, Bertien; Testelmans, Dries; Varon, Carolina; Van Huffel, Sabine; Torfs, Tom
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Results of quantitative EEG analysis are associated with autism spectrum disorder and development abnormalities in infants with tuberous sclerosis complex
err2021-07-01
err5
PREAI
errLavanga, Mario; De Ridder, Jessie; Kotulska, Katarzyna; Moavero, Romina; Curatolo, Paolo; Weschke, Bernhard; Riney, Kate; Feucht, Martha; Krsek, Pavel; Nabbout, Rima; Jansen, Anna C.; Wojdan, Konrad; Domanska-Pakiela, Dorota; Kaczorowska-Frontczak, Magdalena; Hertzberg, Christoph; Ferrier, Cyrille H.; Samueli, Sharon; Jahodova, Alena; Aronica, Eleonora; Kwiatkowski, David J.; Jansen, Floor E.; Jozwiak, Sergiusz; Lagae, Lieven; Van Huffel, Sabine; Caicedo, Alexander
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Sleep Diagnostics for Home Monitoring of Sleep Apnea Patients
err2021-06-15
err8
errOAAI
errHuysmans, Dorien; Borzee, Pascal; Buyse, Bertien; Testelmans, Dries; Van Huffel, Sabine; Varon, Carolina
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Utility metric for unsupervised feature selection
err2021-04-21
err4
errOAAI
errVilla, Amalia; Narayanan, Abhijith Mundanad; Van Huffel, Sabine; Bertrand, Alexander; Varon, Carolina
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Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach
errSENSORS
IF3.5
err2021-04-08
err9
errOAAI
errMoeyersons, Jonathan; Morales, John; Seeuws, Nick; Van Hoof, Chris; Hermeling, Evelien; Groenendaal, Willemijn; Willems, Rik; Van Huffel, Sabine; Varon, Carolina
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