Dirk Deschrijver - Publications, H-index & Citations

Back

Dirk Deschrijver

idlab

32H-index

254Paper Count

4.5KCitation Count

Published Papers 31

Publication Date

Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening

Frontiers in Immunology

IF5.9

2026-04-17

OAAI

SA Sofie Aerts †; LW Lorin Werthen-Brabants †; HK Hamza Khan †; DL Diana L. Giraldo; ED Edward De Brouwer; LG Lotte Geys; VP Veronica Popescu; JS Jan Sijbers; HC Henry C. Woodruff; TD Tom Dhaene; DD Dirk Deschrijver; BV Bart Van Wijmeersch; PL Philippe Lambin; LM Liesbet M. Peeters

Save

Data-driven hypothesis discovery from disease trajectories in multiple sclerosis

Frontiers in Immunology

IF5.9

2026-04-14

OAAI

NJ Niels Jodts; LW Lorin Werthen-Brabants; SA Sofie Aerts; LM Liesbet M. Peeters; BV Bart Van Wijmeersch; CH Charlotte Herzeel; CM Christel Meertens; RW Roel Wuyts; TD Tom Dhaene; DD Dirk Deschrijver

Save

KARMA: Kernel-Aided Rational Macromodeling of Noisy Electrical Frequency Response Data

IEEE Transactions on Microwave Theory and Techniques

IF4.5

2025-10-31

PREAI

Thijs Ullrick; Dirk Deschrijver; Wim Bogaerts; Tom Dhaene

Save

Wavelength-tunable equivalent circuit models for SPICE-based photonic-electronic co-simulation

JOURNAL OF COMPUTATIONAL ELECTRONICS

IF2.5

2025-10-30

PREAI

Ullrick, Thijs; Deschrijver, Dirk; Spina, Domenico; Bogaerts, Wim; Dhaene, Tom

Save

The role of trustworthy and reliable AI for multiple sclerosis

FRONTIERS IN DIGITAL HEALTH

IF3.8

2025-03-24

OAAI

Werthen-Brabants, Lorin; Dhaene, Tom; Deschrijver, Dirk

Save

Interpretable machine learning models for COPD ease of breathing estimation

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

IF2.6

2025-01-14

PREAI

Kok, Thomas T.; Morales, John; Deschrijver, Dirk; Blanco-Almazan, Dolores; Groenendaal, Willemijn; Ruttens, David; Smeets, Christophe; Mihajlovic, Vojkan; Ongenae, Femke; Van Hoecke, Sofie

Save

ECGencode: Compact and computationally efficient deep learning feature encoder for ECG signals

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Bontinck, Lennert; Fonteyn, Karel; Dhaene, Tom; Deschrijver, Dirk

Save

Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning

ENERGY AND BUILDINGS

IF7.1

2022-09-01

OAAI

Werthen-Brabants, Lorin; Dhaene, Tom; Deschrijver, Dirk

Save

Split BiRNN for real-time activity recognition using radar and deep learning

SCIENTIFIC REPORTS

IF3.9

2022-05-06

OAAI

Werthen-Brabants, Lorin; Bhavanasi, Geethika; Couckuyt, Ivo; Dhaene, Tom; Deschrijver, Dirk

Save

A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation

SENSORS

IF3.5

2022-02-18

OAAI

Nieves Avendano, Diego; Vandermoortele, Nathan; Soete, Colin; Moens, Pieter; Ompusunggu, Agusmian Partogi; Deschrijver, Dirk; Van Hoecke, Sofie

Save

Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-09-01

OAAI

Van Steenkiste, Tom; Groenendaal, Willemijn; Dreesen, Pauline; Lee, Seulki; Klerkx, Susie; de Francisco, Ruben; Deschrijver, Dirk; Dhaene, Tom

Save

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2019-11-01

OAAI

Van Steenkiste, Tom; Groenendaal, Willemijn; Deschrijver, Dirk; Dhaene, Tom

Save

Time-domain compact macromodeling of linear photonic circuits via complex vector fitting

PHOTONICS RESEARCH

IF7.2

2019-06-24

PREAI

Ye, Yinghao; Spina, Domenico; Deschrijver, Dirk; Bogaerts, Wim; Dhaene, Tom

Save

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2019-01-01

PREAI

De Baets, Leen; Develder, Chris; Dhaene, Tom; Deschrijver, Dirk

Save

ALBATROS: adaptive line-based sampling trajectories for sequential measurements

ENGINEERING WITH COMPUTERS

IF4.9

2018-05-16

PREAI

Van Steenkiste, Tom; van der Herten, Joachim; Deschrijver, Dirk; Dhaene, Tom

Save

Appliance classification using VI trajectories and convolutional neural networks

ENERGY AND BUILDINGS

IF7.1

2018-01-01

160

OAAI

De Baets, Leen; Ruyssinck, Joeri; Develder, Chris; Dhaene, Tom; Deschrijver, Dirk

Save

Comprehensive feature selection for appliance classification in NILM

ENERGY AND BUILDINGS

IF7.1

2017-09-01

129

OAAI

Sadeghianpourhamami, N.; Ruyssinck, J.; Deschrijver, D.; Dhaene, T.; Develder, C.

Save

On the Bayesian optimization and robustness of event detection methods in NILM

ENERGY AND BUILDINGS

IF7.1

2017-06-01

OAAI

De Baets, Leen; Ruyssinck, Joeri; Develder, Chris; Dhaene, Tom; Deschrijver, Dirk

Save

Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2016-10-01

PREAI

Mehari, Michael Tetemke; De Poorter, Eli; Couckuyt, Ivo; Deschrijver, Dirk; Vermeeren, Gunter; Plets, David; Joseph, Wout; Martens, Luc; Dhaene, Tom; Moerman, Ingrid

Save

A sequential sampling strategy for adaptive classification of computationally expensive data

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2016-09-22

PREAI

Singh, Prashant; van der Herten, Joachim; Deschrijver, Dirk; Couckuyt, Ivo; Dhaene, Tom

Save

Research Directions