Olivier Janssens

Ghent University — Belgium

Engineering · Physical Sciences

16h-index2.5kcitations50works0.02yr avg
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Research Topics

Machine Fault Diagnosis Techniques(6), Anomaly Detection Techniques and Applications(5), Glaucoma and retinal disorders(4), Spectroscopy and Chemometric Analyses(4), Retinal Imaging and Analysis(4)

Publications50 total

Clinical information extraction for preterm birth risk prediction
Journal of Biomedical Informatics·2020· 15 citedOpen Access
A generalized matrix profile framework with support for contextual series analysis
Engineering Applications of Artificial Intelligence·2020· 29 citedOpen Access
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.
arXiv (Cornell University)·2020· 9 citedOpen Access
Medinoid: Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning †
Applied Sciences·2019· 53 citedOpen Access
Eliminating noise in the matrix profile
2019Open Access
Eliminating Noise in the Matrix Profile
2019· 11 citedOpen Access
Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery
IEEE Transactions on Industrial Informatics·2019· 104 citedOpen Access
A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset
Lecture notes in computer science·2019· 10 citedOpen Access
Time-to-Birth Prediction Models and the Influence of Expert Opinions
Lecture notes in computer science·2019· 2 citedOpen Access
Interpretable detection of unstable smart TV usage from power state logs
Industrial Conference on Data Mining·2019
Large-scale wearable data reveal digital phenotypes for daily-life stress detection
npj Digital Medicine·2018· 228 citedOpen Access
Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning
arXiv (Cornell University)·2018· 6 citedOpen Access
Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning
2018· 17 cited
Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets
IEEE Transactions on Multimedia·2018· 13 cited
A decision support system to follow up and diagnose primary headache patients using semantically enriched data
BMC Medical Informatics and Decision Making·2018· 36 citedOpen Access
Targeted quantification and untargeted screening of alkylphenols, bisphenol A and phthalates in aquatic matrices using ultra-high-performance liquid chromatography coupled to hybrid Q-Orbitrap mass spectrometry
Analytica Chimica Acta·2018· 44 cited
Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression
2018· 31 citedOpen Access
Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo
Ghent University Academic Bibliography (Ghent University)·2018· 2 citedOpen Access
Context-aware stress detection
Ghent University Academic Bibliography (Ghent University)·2018Open Access
Web applicable computer-aided diagnosis of glaucoma using deep learning
Ghent University Academic Bibliography (Ghent University)·2018· 2 citedOpen Access
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Frequent Co-authors

Sofie Van Hoecke(38), Rik Van de Walle(20), Femke Ongenae(13), Filip De Turck(12), Steven Verstockt(9), Gilles Vandewiele(9), Mia Loccufier(8), Viktor Slavkovikj(5), Femke De Backere(5), Dieter De Paepe(5), Kurt Stockman(4), Mijung Kim(4), Wesley De Neve(4), Isabelle Dehaene(4), Kristien Roelens(4), Thomas Demeester(4), Pieterjan De Potter(4), Raiko Schulz(3), Sander Vanden Hautte(3), Bram Steenwinckel(3)