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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 - Woman and Child (Division)
Member
From1 Oct 2019 → 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 32
- Charting biobehavioural synchrony: impact on socio-affective development of a vulnerable preschool preterm populationFrom1 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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
- Implementation of Machine learning and Personalized Algorithms for patient monitoring after Kidney TransplantationFrom1 Jun 2021 → TodayFunding: BOF - projects
- 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
Publications
1 - 10 of 180
- 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 - 1033Number of pages: 11 - Automatic annotation correction for wearable EEG based epileptic seizure detection(2022)
Authors: Jingwei Zhang, Christos Chatzichristos, Lauren Swinnen, Wim Van Paesschen, Maarten De Vos
Number of pages: 12 - Probing potential priming : Defining, quantifying, and testing the causal priming effect using the potential outcomes framework(2022)
Authors: Maarten De Vos
- Forecasting of patient-specific kidney transplant function with a sequence-to-sequence deep-learning model(2021)
Authors: Elisabet Van Loon, Wanqiu Zhang, Maarten Coemans, Maarten De Vos, Marie-Paule Emonds, Dirk Kuypers, Bart De Moor, Maarten Naesens
Pages: 1 - 12Number of pages: 12 - Functional brain maturation and sleep organisation in neonates with congenital heart disease.(2021)
Authors: Tim Hermans, Marc Gewillig, Bjorn Cools, Katrien Jansen, Maarten De Vos, Sabine Van Huffel, Gunnar Naulaers, Anneleen Dereymaeker
Pages: 115 - 122 - Towards Multimodal Machine Learning Prediction of Individual Cognitive Evolution in Multiple Sclerosis(2021)
Authors: Maarten De Vos
Number of pages: 17 - Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach(2021)
Authors: Maarten De Vos
Number of pages: 12 - Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones(2021)
Authors: 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, Christos Chatzichristos, Evy Cleeren, Lauren Swinnen, Sabine Van Huffel, Maarten De Vos, Wim Van Paesschen
Pages: 2333 - 2343Number of pages: 11 - Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation.(2021)
Authors: Tim De Ryck, Maarten De Vos, Alexander Bertrand
Pages: 3513 - 3524