Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Dirk Deschrijver

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0001-6600-1792

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Data-driven hypothesis discovery from disease trajectories in multiple sclerosis

Niels Jodts (UGent) , Lorin Werthen-Brabants (UGent) , Sofie Aerts, Liesbet M. Peeters, Bart Van Wijmeersch, Charlotte Herzeel, Christel Meertens, Roel Wuyts, Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2026) FRONTIERS IN IMMUNOLOGY. 17.
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Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening

Sofie Aerts, Lorin Werthen-Brabants (UGent) , Hamza Khan, Diana L. Giraldo, Edward De Brouwer, Lotte Geys, Veronica Popescu, Jan Sijbers, Henry C. Woodruff, Tom Dhaene (UGent) , et al.

(2026) FRONTIERS IN IMMUNOLOGY. 17.
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KARMA : kernel-aided rational macromodeling of noisy electrical frequency response data

Thijs Ullrick (UGent) , Dirk Deschrijver (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2026) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 74(1). p.607-624
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Guided by uncertainty : adaptive frequency sampling using Gaussian processes

Thijs Ullrick (UGent) , Yens Lindemans (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2025) 2025 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS, EDAPS. In Electrical Design of Advanced Packaging and Systems Symposium
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CSD-AFNet : computationally efficient atrial fibrillation classification from ECGs using 2D causal strided dilated convolutions

Lennert Bontinck (UGent) , Aranka Steyaert (UGent) , Hongbing Chen (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2025) 2025 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS, BHI. In IEEE EMBS International Conference on Biomedical and Health Informatics p.1-7
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Wavelength-tunable equivalent circuit models for SPICE-based photonic-electronic co-simulation

Thijs Ullrick (UGent) , Dirk Deschrijver (UGent) , Domenico Spina (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2025) JOURNAL OF COMPUTATIONAL ELECTRONICS. 25(1).
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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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Spectral bayesian optimization using a physics-informed rational Szego kernel for microwave design

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Tim Pattyn (UGent) , Dirk Deschrijver (UGent) , Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2025) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 15(9). p.1836-1846
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Bayesian optimization of microwave filters : a physics-informed approach using the Szegö kernel

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2025) 2025 IEEE 29TH WORKSHOP ON SIGNAL AND POWER INTEGRITY, SPI. In IEEE Workshop on Signal and Power Integrity p.1-4
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- Journal Article
- A2
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The role of trustworthy and reliable AI for multiple sclerosis

Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2025) FRONTIERS IN DIGITAL HEALTH. 7.

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