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 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 1999 → 31 Dec 2007
Projects
1 - 10 of 68
- Machine Learning Methods for Multiple Sclerosis Classification and Prediction using MRI Brain ConnectivityFrom25 Jan 2021 → 6 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Brain Lesion Segmentation and Detection on Multi-parametric MRI Data: Marrying Deep Learning with Low-rank FactorizationFrom15 Jun 2019 → 15 May 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Improving Robustness and Reliability in Neonatal Brain MonitoringFrom1 Apr 2019 → 21 Jun 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Applications of Machine Learning in Pulmonology: Tools for Clinical Decision MakingFrom1 Mar 2019 → 25 Jan 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- INtegrating Functional Assessment measures for Neonatal SafeguardFrom1 Jan 2019 → 31 Dec 2023Funding: H2020-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-Curie actions
- Discreet, personalised epileptic seizure detection deviceFrom1 Jan 2019 → 31 Dec 2021Funding: H2020 - European Institute of Innovation and Technology
- INtegrating Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicineFrom1 Jan 2019 → 30 Jun 2023Funding: H2020 - Skills and Career Development (Marie Sklodowska-Curie) actions
- Advances in Unobtrusive Monitoring of Sleep Apnea using Machine LearningFrom12 Jun 2017 → 21 Oct 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Nano4SportsFrom1 Jan 2017 → 31 Dec 2019Funding: Activities of International Cooperation
- Development of a novel diagnostic medical device to assess gastric motility.From1 Oct 2016 → 30 Sep 2018Funding: IOF - Industrial Research Fund
Publications
21 - 30 of 659
- Applications of Network Physiology in Neonatology(2021)
Authors: Dries Hendrikx, Sabine Van Huffel, Gunnar Naulaers
- Sleep Monitoring in Adults using Wearables and Unobstrusive Technology(2021)
Authors: Margot Deviaene, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 47 - Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis(2021)
Authors: Christos Chatzichristos, Wim Van Paesschen, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1231 - 1255 - Respiratory Sinus Arrhythmia Estimation: Closing the Gap between Research and Applications(2021)
Authors: John Morales Tellez, Sabine Van Huffel, Carolina Varon Perez
- Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy(2021)
Authors: Dries Testelmans, Bertien Buyse, Chris Van Hoof, Sabine Van Huffel, Carolina Varon Perez
- Advances in Unobtrusive Monitoring of Sleep Apnea using Machine Learning(2021)
Authors: Dorien Huysmans, Sabine Van Huffel, Bertien Buyse, Carolina Varon Perez
- Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
- Cardiovascular Risk Detection in Sleep Apnea Patients from Pulse Photoplethysmography Waveform(2021)
Authors: Dorien Huysmans, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Number of pages: 4 - The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels(2021)
Authors: Kaat Vandecasteele, Christos Chatzichristos, Evy Cleeren, Lauren Swinnen, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen
Pages: 2333 - 2343 - Benchmarking Transfer Entropy Methods for the Study of Linear and Nonlinear Cardio-Respiratory Interactions(2021)
Authors: John Morales Tellez, Jonathan Moeyersons, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon Perez
Pages: 1 - 18
Patents
1 - 1 of 1