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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
- Discreet, personalised epileptic seizure detection deviceFrom1 Jan 2019 → 31 Dec 2021Funding: H2020 - European Institute of Innovation and Technology
- INtegrating Functional Assessment measures for Neonatal SafeguardFrom1 Jan 2019 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- 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
- 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 645
- New multiple sclerosis lesion segmentation and detection using pre-activation U-Net(2022)
Authors: Sabine Van Huffel
- Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome(2022)
Authors: Frederik Maes, Sabine Van Huffel
- A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control(2022)
Authors: Sabine Van Huffel
Pages: 1258 - 1270 - Neurocardiovascular coupling : revealing insight in perioperative neonatal physiology(2022)
Authors: Dries Hendrikx, Sabine Van Huffel, Gunnar Naulaers
Pages: 662 - 672 - Neurocardiovascular coupling in congenital diaphragmatic hernia patients undergoing different types of surgical treatment(2022)
Authors: Sabine Van Huffel, Gunnar Naulaers
Pages: 662 - 672 - Temporal Changes in Beat-to-Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy(2022)
Authors: Matthew Amoni, Sebastian Ingelaere, Bert Vandenberk, Piet Claus, Robin Lemmens, Sabine Van Huffel, Karin Sipido, Jenny Carolina Varon Perez, Rik Willems
- 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: Christiaan Van Hoof, Sabine Van Huffel, Jenny Carolina Varon Perez
Patents
1 - 1 of 1