Tom Van Steenkiste

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

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks

Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets et al. · Artificial Intelligence in Medicine · 2018 · 76 citations

Blood Culture Outcome, Accurate Prediction, Engineering +12

Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning

Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 68 citations · Full text

Portable Detection, Engineering, Machine Learning +21

Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression

Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens et al. · 2018 · 31 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea

Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck et al. · 2018 · 17 citations · Full text

Sleep Disorders, Engineering, Breathing Disorders +21