Researcher
Maarten De Vos
- Disciplines:Machine learning and decision making, Artificial intelligence not elsewhere classified, Health informatics, Other information and computing sciences not elsewhere classified
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 57
- NEONAID: Neonatal Online Neuro-Analysis for Interpretation and Decision-support - Bringing automated neonatal monitoring to the bedside.From1 Oct 2024 → TodayFunding: IOF - technology validation in lab
- Detection of epilepsy seizures through multimodal dataFrom2 Aug 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Advanced modeling for unraveling synchrony in biobehavioral experimentsFrom8 May 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- InSilicoHealth - Training the virtual twin professionals to support healthy ageing.From1 May 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Interactive explainable AIFrom1 May 2024 → 31 Aug 2024Funding: Flanders Artificial Intelligence Program - FAIR
- AI for synthetic dataFrom29 Feb 2024 → TodayFunding: BOF - doctoral mandates
- Seeing the light: exploiting the value of hyperspectral retinal imagingFrom19 Dec 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Adaptive Enhancement of Wearable data using Machine Learning for Healthcare ApplicationsFrom8 Dec 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Pinpointing (change in) micro self- and co-regulation dynamics in a cohort of dysregulated infants and families enrolled in an intensive intervention program.From2 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Dissecting agitation in dementia by multimodal sensing (DADS)From1 Oct 2023 → TodayFunding: BOF - projects
Publications
1 - 10 of 258
- Automated remote sleep monitoring needs uncertainty quantification(2024)
Authors: Elisabeth Heremans, Laura Van den Bulcke, Astrid Devulder, Bertien Buyse, Dries Testelmans, Maarten Van Den Bossche, Maarten De Vos
- Acoustic Stimulation to Improve Slow-Wave Sleep in Alzheimer's Disease: A Multiple Night At-Home Intervention.(2024)
Authors: Laura Van den Bulcke, Hannah Davidoff, Elisabeth Heremans, Kristof Vansteelandt, Maarten De Vos, Louise Emsell, Bertien Buyse, Mathieu Vandenbulcke, Dries Testelmans, Maarten Van Den Bossche
Pages: S1064-7481 - Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome(2024)
Authors: Katrien Jansen, Gunnar Naulaers, Sabine Van Huffel, Maarten De Vos
Pages: 226 - 235 - Cardiorespiratory disturbances in focal impaired awareness seizures: Insights from wearable ECG monitoring.(2024)
Authors: Lauren Swinnen, Carolina Varon Perez, Maarten De Vos, Wim Van Paesschen
Pages: 109917 - Physiological Profiling of Agitation in Dementia: Insights from Wearable Sensor Data(2024)
Authors: Hannah Davidoff, Laura Van den Bulcke, Mathieu Vandenbulcke, Maarten De Vos, Chris Van Hoof, Maarten Van Den Bossche
- Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection(2024)
Authors: Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos, Renee Proost, Katrien Jansen, Wim Van Paesschen, Maarten De Vos
- Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer(2024)
Authors: Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos, Wim Van Paesschen, Maarten De Vos
Pages: 3721 - 3731 - Automated sleep staging on reduced channels in children with epilepsy(2024)
Authors: Renee Proost, Elisabeth Heremans, Lieven Lagae, Wim Van Paesschen, Maarten De Vos, Katrien Jansen
- Aggression Severity as a Predictor of Mortality in Dementia(2024)
Authors: Laura Van den Bulcke, Hannah Davidoff, Kristof Vansteelandt, Jan Van den Stock, Maarten De Vos, Dries Testelmans, Mathieu Vandenbulcke, Maarten Van Den Bossche
Pages: 764 - 768 - Microstate Analysis Reflects Maturation of the Preterm Brain(2024)
Authors: Tim Hermans, Anneleen Dereymaeker, Maarten De Vos
Pages: 461 - 474