prof. dr. ir. Sofie Van Hoecke
- ORCID iD
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0000-0002-7865-6793
- Bio (via ORCID)
- I graduated from the Engineering Department from the Ghent University in 2003. Following up on my studies in computer science, I achieved a PhD in computer science engineering at the Department of Information Technology at the same university. After being a postdoctoral research engineer at the Department of Information Technology, I started as lecturer ICT and ICT research coordinator at the University College West-Flanders. Since 2013, I joined Ghent University again. Currently, I am associate professor at IDLab, Ghent University-imec and my research focuses on machine learning and hybrid machine learning for predictive maintenance and predictive healthcare.
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- Journal Article
- A1
- open access
Causalteshap : discerning predictive from prognostic features for treatment effect analysis
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RR-GCN : exploring untrained random embeddings for relational graphs
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- Journal Article
- A1
- open access
Landmarker : a toolkit for anatomical landmark localization in 2D/3D images
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- Journal Article
- A2
- open access
Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews
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- Journal Article
- A1
- open access
Uncovering the potential of smartphones for behavior monitoring during migraine follow-up
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- Journal Article
- A1
- open access
Analysis of free-living daytime movement in patients with migraine with access to acute treatment
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- Journal Article
- A1
- open access
tsdownsample : high-performance time series downsampling for scalable visualization
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Interpretable machine learning models for COPD ease of breathing estimation
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- Journal Article
- A1
- open access
A comprehensive evaluation of an artificial intelligence based digital pathology to monitor large-scale deworming programs against soil-transmitted helminths : a study protocol
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A semi-supervised anomaly detection approach for detecting mechanical failures