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
- 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 Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicineFrom1 Jan 2019 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- 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 2021Funding: H2020 - European Institute of Innovation and Technology
- 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
- Advanced signal processing for cardiorespiratory analysis in sleep apnea and epilepsyFrom1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
Publications
1 - 10 of 622
- Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty (vol 9, 840282, 2022)(2022)
Authors: Adriaan Lambrechts, Frederik Maes, Sabine Van Huffel
- Artificial Intelligence Based Patient-Specific Preoperative Planning Algorithm for Total Knee Arthroplasty(2022)
Authors: Adriaan Lambrechts, Frederik Maes, Sabine Van Huffel
- A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels(2022)
Authors: Amir Hossein Ansari, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos
Pages: 1023 - 1033 - Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring(2022)
Authors: Sabine Van Huffel, Jenny Carolina Varon Perez
- Functional brain maturation and sleep organisation in neonates with congenital heart disease.(2021)
Authors: Tim Hermans, Liesbeth Thewissen, Marc Gewillig, Bjorn Cools, Katrien Jansen, Maarten De Vos, Sabine Van Huffel, Gunnar Naulaers, Anneleen Dereymaeker
Pages: 115 - 122 - Sleep Monitoring in Adults using Wearables and Unobstrusive Technology(2021)
Authors: Margot Deviaene, Dorien Huysmans, Dries Testelmans, Bertien Buyse, Sabine Van Huffel, Jenny 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, Lieven De Lathauwer, Sabine Van Huffel
Pages: 1231 - 1255 - Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy(2021)
Authors: Dries Testelmans, Bertien Buyse, Christiaan Van Hoof, Sabine Van Huffel, Jenny 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, Jenny Carolina Varon Perez
- 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