Willemijn Groenendaal

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 139 citations · Full text

Sleep Disorders, Engineering, Machine Learning +21

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths

Yifan Zhang, Shuang Song, Rik Vullings et al. · Sensors · 2019 · 128 citations · Full text

Wearable System, Engineering, Measurement +20

Cell-Specific Cardiac Electrophysiology Models

Willemijn Groenendaal, Francis A. Ortega, Armen R. Kherlopian et al. · PLoS Computational Biology · 2015 · 115 citations · Full text

Cardiac Muscle, Engineering, Cellular Physiology +17

Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout

Anup Das, Paruthi Pradhapan, Willemijn Groenendaal et al. · Neural Networks · 2018 · 88 citations · Full text

Wearable System, Medical Monitoring, Engineering +12

Quantifying the Composition of Human Skin for Glucose Sensor Development

Willemijn Groenendaal, Golo von Basum, Kristiane A. Schmidt et al. · Journal of Diabetes Science and Technology · 2010 · 72 citations · Full text

Skin Development, Body Composition, Human Skin—epidermis +14