| Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks T Van Steenkiste, W Groenendaal, D Deschrijver, T Dhaene IEEE journal of biomedical and health informatics 23 (6), 2354-2364, 2018 | 137 | 2018 |
| Motion artifact reduction for wrist-worn photoplethysmograph sensors based on different wavelengths Y Zhang, S Song, R Vullings, D Biswas, N Simőes-Capela, ... Sensors 19 (3), 673, 2019 | 115 | 2019 |
| Cell-specific cardiac electrophysiology models W Groenendaal, FA Ortega, AR Kherlopian, AC Zygmunt, ... PLoS computational biology 11 (4), e1004242, 2015 | 114 | 2015 |
| Quantifying the composition of human skin for glucose sensor development W Groenendaal, G Von Basum, KA Schmidt, PAJ Hilbers, NAW van Riel Journal of diabetes science and technology 4 (5), 1032-1040, 2010 | 98 | 2010 |
| Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout A Das, P Pradhapan, W Groenendaal, P Adiraju, RT Rajan, F Catthoor, ... Neural Networks 99, 134-147, 2018 | 89 | 2018 |
| Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning T Van Steenkiste, W Groenendaal, P Dreesen, S Lee, S Klerkx, ... IEEE Journal of Biomedical and Health Informatics 24 (9), 2589-2598, 2020 | 61 | 2020 |
| Modeling glucose and water dynamics in human skin W Groenendaal, KA Schmidt, G Von Basum, NAW Van Riel, PAJ Hilbers Diabetes technology & therapeutics 10 (4), 283-293, 2008 | 60 | 2008 |
| Wearable Bioimpedance Measurement for Respiratory Monitoring During Inspiratory Loading D Blanco-Almazán, W Groenendaal, F Catthoor, R Jané IEEE Access 7, 89487-89496, 2019 | 53 | 2019 |
| Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation H De Canničre, F Corradi, CJP Smeets, M Schoutteten, C Varon, ... Sensors 20 (12), 3601, 2020 | 51 | 2020 |
| Differential roles of two delayed rectifier potassium currents in regulation of ventricular action potential duration and arrhythmia susceptibility RA Devenyi, FA Ortega, W Groenendaal, T Krogh‐Madsen, DJ Christini, ... The Journal of physiology 595 (7), 2301-2317, 2017 | 40 | 2017 |
| Chest Movement and Respiratory Volume both Contribute to Thoracic Bioimpedance during Loaded Breathing D Blanco-Almazán, W Groenendaal, F Catthoor, R Jané Scientific Reports 9 (1), 1-11, 2019 | 35 | 2019 |
| Voltage and calcium dynamics both underlie cellular alternans in cardiac myocytes W Groenendaal, FA Ortega, T Krogh-Madsen, DJ Christini Biophysical journal 106 (10), 2222-2232, 2014 | 34 | 2014 |
| The Added Value of In-Hospital Tracking of the Efficacy of Decongestion Therapy and Prognostic Value of a Wearable Thoracic Impedance Sensor in Acutely Decompensated Heart … CJP Smeets, S Lee, W Groenendaal, G Squillace, J Vranken, ... JMIR cardio 4 (1), e12141, 2020 | 26 | 2020 |
| Combined in vivo and in silico investigations of activation of glycolysis in contracting skeletal muscle JPJ Schmitz, W Groenendaal, B Wessels, RW Wiseman, PAJ Hilbers, ... American Journal of Physiology-Cell Physiology 304 (2), C180-C193, 2013 | 25 | 2013 |
| Combining bioimpedance and myographic signals for the assessment of COPD during loaded breathing D Blanco-Almazan, W Groenendaal, M Lozano-Garcia, ... IEEE Transactions on Biomedical Engineering 68 (1), 298-307, 2020 | 24 | 2020 |
| Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach J Moeyersons, J Morales, N Seeuws, C Van Hoof, E Hermeling, ... Sensors 21 (8), 2613, 2021 | 22 | 2021 |
| Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea T Van Steenkiste, W Groenendaal, J Ruyssinck, P Dreesen, S Klerkx, ... 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 19 | 2018 |
| Wearable Bioimpedance Monitoring: Viewpoint for Application in Chronic Conditions W Groenendaal, S Lee, C van Hoof JMIR Biomedical Engineering 6 (2), e22911, 2021 | 18 | 2021 |
| Platform for Analysis and Labeling of Medical Time Series A Fedjajevs, W Groenendaal, C Agell, E Hermeling Sensors 20 (24), 7302, 2020 | 16 | 2020 |
| Towards personalized fluid monitoring in haemodialysis patients: thoracic bioimpedance signal shows strong correlation with fluid changes, a cohort study MK Schoutteten, J Vranken, S Lee, CJP Smeets, H De Canničre, ... BMC Nephrology 21 (1), 1-9, 2020 | 14 | 2020 |
