Researcher
Maarten De Vos
- Disciplines:Modelling, 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, 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 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2019 → 14 Oct 2019 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 2005 → 31 Jul 2020
Projects
1 - 10 of 29 results
- Development of advanced multivariate analysis tools for characterizing network physiologyFrom27 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI in healthFrom3 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- NIRS and aEEG monitoring in preterm infantsFrom22 Feb 2021 → 1 Oct 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Early detection of Pulmonary fibrosis by analysis of breathing soundsFrom21 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Automated Analysis of Kidney Transplant BiopsiesFrom15 Jan 2021 → TodayFunding: FWO fellowships
- The development and validation of a prototype of a Belgian data registration system on medication use during pregnancy and lactation (BELpREG-project)From1 Jan 2021 → TodayFunding: IOF - technology validation in lab
- Deep, personalized epileptic seizure detectionFrom1 Jan 2021 → TodayFunding: FWO research project
- Modelling Cerebrovascular Autoregulation Lab Animal Data to Build a Patient Autoregulation MonitorFrom23 Nov 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multimodal profiling of people with epilepsy to determine which signals are clinically useful for long-term home monitoringFrom3 Nov 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI-based Model FusionFrom5 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 173 results
- Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach(2021)
Authors: Eoin Brophy, Maarten De Vos, Geraldine Boylan, Tomas Ward
Number of pages: 12 - Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones(2021)
Authors: Andrew P Creagh, Florian Lipsmeier, Michael Lindemann, Maarten De Vos
Number of pages: 14 - The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels(2021)
Authors: Kaat Vandecasteele, Thomas De Cooman, Christos Chatzichristos, Evy Cleeren, Lauren Swinnen, Jaiver Macea Ortiz, Sabine Van Huffel, Matthias Duempelmann, Andreas Schulze-Bonhage, Maarten De Vos, et al.
Pages: 2333 - 2343Number of pages: 11 - Structure-switching aptamer sensors for the specific detection of piperaquine and mefloquine(2021)
Authors: ES Coonahan, KA Yang, S Pecic, Maarten De Vos, TE Wellems, MP Fay, JF Andersen, J Tarning, CA Long
Number of pages: 12 - Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test(2021)
Authors: Andrew P Creagh, Cedric Simillion, Alan K Bourke, Alf Scotland, Florian Lipsmeier, Corrado Bernasconi, Johan van Beek, Mike Baker, Christian Gossens, Michael Lindemann, et al.
Pages: 838 - 849Number of pages: 12 - Smartphone-and smartwatch-based remote characterisation of ambulation in multiple sclerosis during the two-minute walk test(2021)
Authors: AP Creagh, C Simillion, AK Bourke, A Scotland, F Lipsmeier, C Bernasconi, J van Beek, M Baker, C Gossens, M Lindemann, et al.
Pages: 838 - 849 - Classification with a Deferral Option and Low-Trust Filteringfor Automated Seizure Detection(2021)
Authors: T Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, D Valkenborg, Sabine Van Huffel, Maarten De Vos
Number of pages: 18 - Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis(2021)
Authors: Oliver Y Chen, Hengyi Cao, Huy Phan, Guy Nagels, Jenna M Reinen, Jiangtao Gou, Tianchen Qian, Junrui Di, John Prince, Tyrone D Cannon, et al.
Number of pages: 11 - Detecting Mild Cognitive Impairment via Digital Biomarkers of Cognitive Performance Found in Klondike Solitaire: A Machine-Learning Study.(2021)
Authors: Karsten Gielis, Marie-Elena Vanden Abeele, Katrien Verbert, Jos Tournoy, Maarten De Vos, Veronika Vanden Abeele
Pages: 44 - 52 - Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors(2021)
Authors: N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, Maarten De Vos
Pages: 904 - 913