Sofie Van Hoecke

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens, Viktor Slavkovikj, Bram Vervisch et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Fault Diagnosis, Convolutional Neural Network, Reliability Engineering +8

Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class*

Kirsten Colpaert, Eric A. J. Hoste, Kristof Steurbaut et al. · Critical Care Medicine · 2011 · 237 citations

Large-scale wearable data reveal digital phenotypes for daily-life stress detection

Elena Smets, Emmanuel Rios Velazquez, Giuseppina Schiavone et al. · npj Digital Medicine · 2018 · 227 citations · Full text

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

Olivier Janssens, Rik Van de Walle, Mia Loccufier et al. · IEEE/ASME Transactions on Mechatronics · 2017 · 202 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Thermal image based fault diagnosis for rotating machinery

Olivier Janssens, Raiko Schulz, Viktor Slavkovikj et al. · Infrared Physics & Technology · 2015 · 138 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +11