Researcher
Sabine Van Huffel
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Jan 2008 → 31 Jul 2020
Projects
1 - 10 of 67 results
- Automated nosologic imaging by fusing multi-parametric MR information in longitudinal patient follow-upFrom15 Jun 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Automated assessment of cerebral autoregulation and coupled dynamics using NIRS & EEG scoringFrom1 Apr 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Towards Precision Medicine in Pulmonology: a Data-driven ApproachFrom1 Mar 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- INtegrating Functional Assessment measures for Neonatal SafeguardFrom1 Jan 2019 → TodayFunding: H2020 - Skills and Career Development (Marie Sk?odowska-Curie) actions
- Discreet, personalised epileptic seizure detection deviceFrom1 Jan 2019 → 31 Dec 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- INtegrating Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicineFrom1 Jan 2019 → TodayFunding: H2020 - Skills and Career Development (Marie Sk?odowska-Curie) actions
- Biomedical data analytics from wearable sensorsFrom12 Jun 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Nano4SportsFrom1 Jan 2017 → 31 Dec 2019Funding: Activities of International Cooperation
- Advanced signal processing for cardiorespiratory analysis in sleep apnea and epilepsyFrom1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
- Development of a novel diagnostic medical device to assess gastric motility.From1 Oct 2016 → 30 Sep 2018Funding: IOF - Industrial Research Fund
Publications
1 - 10 of 553 results
- Bayesian nonnegative matrix factorizaton with Dirichlet process mixtures(2020)Journal: IEEE Transactions on Signal ProcessingISSN: 1053-587XVolume: 68
Authors: C Li, Hong-Bo Xie, Kerrie Mengersen, Xuhui Fan, Richard Yi Da Xu, Scott A Sisson, Sabine Van Huffel
Pages: 3860 - 3870 - Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study(2020)Journal: Journal of Medical Internet ResearchISSN: 1438-8871Issue: 5Volume: 22
Authors: Helene De Canniere, Christophe JP Smeets, Melanie Schoutteten, Jenny Carolina Varon Perez, Christiaan Van Hoof, Sabine Van Huffel, Willemijn Groenendaal, Pieter Vandervoort
Number of pages: 14 - Constrained tensor decomposition for longitudinal analysis of diffusion imaging data(2020)Journal: IEEE Journal of Biomedical and Health InformaticsISSN: 2168-2194Issue: 4Volume: 24
Authors: C Stamile, F Cotton, D Sappey-Marinier, Sabine Van Huffel
Pages: 1137 - 1148 - Visual seizure annotation and automated seizure detection using behind-the-ear electroencephalographic channels(2020)Journal: EpilepsiaISSN: 0013-9580Issue: 4Volume: 61
Authors: Kaat Vandecasteele, Thomas De Cooman, Jonathan Dan, Evy Cleeren, Sabine Van Huffel, Borbala Hunyadi, Wim Van Paesschen
Pages: 766 - 775Number of pages: 10 - Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning(2020)Journal: Frontiers in NeurologyIssue: 145Volume: 11
Authors: Thomas De Cooman, Kaat Vandecasteele, Jenny Carolina Varon Perez, Borbála Hunyadi, Evy Cleeren, Wim Van Paesschen, Sabine Van Huffel
Number of pages: 13 - A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants(2020)Journal: Journal of Neural EngineeringISSN: 1741-2560Issue: 1Volume: 17
Authors: Amir Hossein Ansari, Ofelie De Wel, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos
Number of pages: 11 - In de toekomst zullen dokters en patienten sowieso wearables gebruiken. Die evolutie is niet meer te stoppen.(2020)Journal: Vesalius. Tijdschrift Faculteit Geneeskunde, KU LeuvenIssue: 1Volume: jaargang 3
Authors: Sabine Van Huffel
Pages: 14 - 18 - Assessment of dynamic cerebral autoregulation in humans : Is reproducibility dependent on blood pressure variability ?(2020)Journal: PloS oneISSN: 1932-6203Issue: 1Volume: 15
Authors: JW Elting, ML Sanders, RB Panerai, M Aries, E Bor Seng-Shu, Alexander Caicedo Dorado, M Chacon, ED Gommer, Sabine Van Huffel, JL Jara, et al.
Pages: 1 - 17 - Artefact detection and quality assessment of ambulatory ECG signals(2019)Journal: Computer Methods & Programs in BiomedicineISSN: 0169-2607Volume: 182
Authors: Jonathan Moeyersons, Elena Smets, John Morales, Amalia Villa, Walter De Raedt, Dries Testelmans, Bertien Buyse, Christiaan Van Hoof, Rik Willems, Sabine Van Huffel, et al.
Number of pages: 8 - Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a H-1-MRS study(2019)Journal: NeuroImageISSN: 1053-8119Volume: 202
Authors: Oron Levin, Akila Weerasekera, Bradley King, Kirstin-Friederike Heise, Diana Sima, Sima Chalavi, Celine Maes, Ronald Peeters, Stefan Sunaert, Koen Cuypers, et al.
Number of pages: 11