Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Karel Fonteyn

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0003-3513-0174

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- PhD Thesis
Context-aware deep learning for biomedical time series analysis

Karel Fonteyn (UGent)

(2026)
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Augmentation-free longitudinal modeling through structuring whitened embeddings

Karel Fonteyn (UGent) , Lennert Bontinck (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2025) IEEE ACCESS. 13. p.159950-159960
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- Conference Paper
- P1
- open access
Improving features for multiple sclerosis disability progression prediction through temporal alignment of hospital visits

Karel Fonteyn (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2024) 2024 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA. In IEEE International Conference on Emerging Technologies and Factory Automation-ETFA p.1121-1124
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- Journal Article
- A1
- open access
ECGencode : compact and computationally efficient deep learning feature encoder for ECG signals

Lennert Bontinck (UGent) , Karel Fonteyn (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2024) EXPERT SYSTEMS WITH APPLICATIONS. 255(Part C).