Maarten De Vos

1. SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification
   2022/01/31 by Huy Phan, Kaare Mikkelsen, Kaare B. Mikkelsen +5 · 45 citations
   Neuroscience · Psychology · #EEG and Brain-Computer Interfaces #Sleep and Wakefulness Research #Sleep and related disorders
2. Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
   2020/04/07 by Laure Wynants, Ben Van Calster, Professor Gary S. Collins +54 · 24 citations
   Medicine · #COVID-19 Clinical Research Studies #COVID-19 diagnosis using AI #SARS-CoV-2 detection and testing
3. Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
   2020/08/31 by Huy Phan, Oliver Y. Chen, Oliver Y. Chén +5 · 31 citations
   Neuroscience · Medicine · Psychology · #EEG and Brain-Computer Interfaces #Obstructive Sleep Apnea Research #Sleep and related disorders
4. Detecting Bipolar Depression From Geographic Location Data
   2016/10/25 by N. Palmius, Niclas Palmius, A. Tsanas +11 · 28 citations
   Psychology · Medicine · #Digital Mental Health Interventions #Bipolar Disorder and Treatment #Mental Health Research Topics
5. Improving Multimodal Learning with Multi-Loss Gradient Modulation
   2024/05/13 by Konstantinos Kontras, Christos Chatzichristos, Kontras, Konstantinos +5 · 7 citations
   Computer Science · Engineering · Physics and Astronomy · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Multimedia (cs.MM) #Optical and Acousto-Optic Technologies #Sound (cs.SD) #electronic engineering #information engineering
6. L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging
   2023/01/09 by Huy P. Phan, Kristian P. Lorenzen, Phan, Huy +17 · 4 citations
   Medicine · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #Sleep and Wakefulness Research #electronic engineering #information engineering
7. CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities
   2023/03/27 by Konstantinos Kontras, Kontras, Konstantinos, Christos Chatzichristos +7 · 3 citations
   Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
8. Balancing Multimodal Training Through Game-Theoretic Regularization
   2024/11/11 by Konstantinos Kontras, Kontras, Konstantinos, Thomas Strypsteen +9 · 6 citations
   Economics, Econometrics and Finance · #Sports Analytics and Performance
9. From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research
   2023/03/27 by Marco Viceconti, Viceconti, Marco, Maarten De Vos +5 · 2 citations
   Engineering · #Biological Physics (physics.bio-ph) #Biomedical and Engineering Education #Computers and Society (cs.CY) #Digital Transformation in Industry #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
10. Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones
    2022/09/20 by Oliver Y. Chén, Florian Lipsmeier, Chén, Oliver Y. +13 · 1 citation
    Medicine · #62D10 #62H12 #62J02 #62P10 #62P30 #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Multiple Sclerosis Research Studies
11. Data-driven Derivation and Validation of Novel Phenotypes for Acute Kidney Transplant Rejection using Semi-supervised Clustering
    2021/03/09 by Thibaut Vaulet, Gillian Divard, Olivier Thaunat +18 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Biological Research and Disease Studies #Renal Transplantation Outcomes and Treatments #Renal and Vascular Pathologies
12. Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital
    2024/03/19 by Jingwei Zhang, Zhang, Jingwei, Lauren Swinnen +49 · 1 citation
    Engineering · Neuroscience · Physics and Astronomy · #Atomic and Subatomic Physics Research #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
13. The power of ECG in multimodal patient‐specific seizure monitoring: Added value to an EEG‐based detector using limited channels
    2021/07/09 by Kaat Vandecasteele, Thomas De Cooman, Christos Chatzichristos +10 · 16 citations
    Neuroscience · Medicine · #EEG and Brain-Computer Interfaces #ECG Monitoring and Analysis #Epilepsy research and treatment
14. Tailoring antiseizure treatment with a wearable device: A proof‐of‐concept study in absence epilepsy
    2025/03/21 by Jaiver Macea, Christos Chatzichristos, Miguel Bhagubai +2 · 1 voice · 1 citation
    Medicine · Neuroscience · #Epilepsy research and treatment #EEG and Brain-Computer Interfaces #Neurological disorders and treatments