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
11 - 20 of 659
- 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, Sabine Van Huffel, 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
- High-dimensional Techniques for ECG Analysis(2022)
Authors: Amalia Villa Gómez, Sabine Van Huffel, Rik Willems, Carolina Varon Perez
- 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: Chris Van Hoof, Sabine Van Huffel, Carolina Varon Perez
- Assessing Neurovascular Coupling Using Wavelet Coherence in Neonates with Asphyxia(2022)
Authors: Tim Hermans, Anneleen Dereymaeker, Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
Pages: 183 - 187Number of pages: 5 - Coupled tensor decompositions for data fusion(2022)
Authors: Christos Chatzichristos, Simon Van Eyndhoven, Sabine Van Huffel
Pages: 341 - 370 - Cerebral oxygenation and activity during surgical repair of neonates with congenital diaphragmatic hernia: a comparative analysis(2021)
Authors: Dries Hendrikx, Sabine Van Huffel, Gunnar Naulaers
- 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
Patents
1 - 1 of 1