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
621 - 630 of 660
- In early-stage breast cancer, the estrogen receptor interacts with correlation between human epidermal growth factor receptor 2 status and age at diagnosis, tumor grade, and lymph node involvements(2008)
Authors: Patrick Neven, Vanya Van Belle, Isabelle Vanden Bempt, Wout Hendrickx, Ben Van Calster, Sabine Van Huffel, Philippe Moerman, Frédéric Amant, Ann Smeets, Hans Wildiers, et al.
Pages: 1768 - 1769 - Plasma MMP1 and MMP8 expression in breast cancer: protective role of MMP8 against lymph node metastasis(2008)
Authors: Julie Decock, Wout Hendrickx, Vanya Van Belle, Sabine Van Huffel, Rose Christiaens, Robert Paridaens
Pages: 77 - 85 - Predictive Diagnostic Models for Gynecologic Applications with Focus on Multi-Class Classification (Predictieve diagnostische modellen voor gynaecologische toepassingen met nadruk op meerklasse classificatie)(2008)
Authors: Ben Van Calster, Sabine Van Huffel, Dirk Timmerman
Number of pages: 238 - Antenatal maternal anxiety is related to HPA-axis dysregulation and self-reported depressive symptoms in adolescence: a prospective study on the fetal origins of depressed mood(2008)
Authors: Bea Van den Bergh, Ben Van Calster, Tim Smits, Sabine Van Huffel, Lieven Lagae
Pages: 536 - 545 - Multi-class AUC metrics and weighted alternatives(2008)
Authors: Ben Van Calster, Vanya Van Belle, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
Pages: 1390 - 1396 - Multi-class AUC metrics and weighted alternatives(2008)
Authors: Ben Van Calster, Vanya Van Belle, G Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
Pages: 1391 - 1397 - Improvement of lineshape estimation for MRS signals(2008)
Authors: Maria Isabel Osorio Garcia, Diana Sima, JB Poullet, D van Ormondt, Sabine Van Huffel
Pages: 326 - 329 - Improvement of lineshape estimation for MRS signals(2008)
Authors: Maria Isabel Osorio Garcia, Diana Sima, Sabine Van Huffel
Pages: 326 - 329 - Survival SVM : a Practical scalable algorithm(2008)
Authors: Vanya Van Belle, Kristiaan Pelckmans, Johan Suykens, Sabine Van Huffel
Pages: 89 - 94 - Influence of mental stress on heart rate and heart rate variability(2008)
Authors: Steven Vandeput, Arthur Spaepen, Sabine Van Huffel
Pages: 1366 - 1369
Patents
1 - 1 of 1