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 68 results
- Machine Learning methods for classification and prognosis of patients with multiple sclerosis from MRI dataFrom25 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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 Skłodowska-Curie) actions
- Discreet, personalised epileptic seizure detection deviceFrom1 Jan 2019 → 31 Dec 2019Funding: H2020 - European Institute of Innovation and Technology
- INtegrating Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicineFrom1 Jan 2019 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- Unobtrusive Sleep Monitoring of Sleep Apnea Patients using Machine LearningFrom12 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
Publications
1 - 10 of 586 results
- The effect of early procedural pain in preterm infants on the maturation of electroencephalogram and heart rate variability.(2021)
Authors: Mario Lavanga, Bieke Bollen, Alexander Caicedo, Anneleen Dereymaeker, Katrien Jansen, Els Ortibus, Sabine Van Huffel, Gunnar Naulaers
Pages: 1556 - 1566 - Multimodal Epileptic Seizure Detection: Towards a Wearable Solution(2021)
Authors: Kaat Vandecasteele, Sabine Van Huffel, Borbála Hunyadi, Wim Van Paesschen
- Utility metric for unsupervised feature selection(2021)
Authors: Amalia Villa Gómez, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Jenny Carolina Varon Perez
Number of pages: 26 - Low-rank convolutional networks for brain tumor segmentation(2021)
Authors: Pooya Ashtari, Frederik Maes, Sabine Van Huffel
Pages: 470 - 480 - Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data.(2021)
Authors: Simon Van Eyndhoven, Patrick Dupont, S Tousseyn, N Vervliet, Wim Van Paesschen, Sabine Van Huffel, B Hunyadi
Number of pages: 19 - Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines(2021)
Authors: John Morales, Pascal Borzee, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Jenny Carolina Varon Perez
Number of pages: 10 - Classification with a Deferral Option and Low-Trust Filteringfor Automated Seizure Detection(2021)
Authors: T Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, D Valkenborg, Sabine Van Huffel, Maarten De Vos
Number of pages: 18 - Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea(2021)
Authors: Margot Deviaene, Ivan D Castro, Pascal Borzee, Aakash Patel, Tom Torfs, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Jenny Carolina Varon Perez
Number of pages: 13 - Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis(2021)
Authors: Mario Lavanga, Elisabeth Heremans, Jonathan Moeyersons, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo
Number of pages: 14 - Multimodal Signal Analysis for Unobtrusive Characterization of Obstructive Sleep Apnea(2020)
Authors: Margot Deviaene, Sabine Van Huffel, Jenny Carolina Varon Perez, Dries Testelmans