Ghent University Academic Bibliography

Journal Article
A1
open access

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up

Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Mathias De Brouwer (UGent) , Koen Paemeleire (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) BMC MEDICAL INFORMATICS AND DECISION MAKING. 25(1).

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Interpretable machine learning models for COPD ease of breathing estimation

Thomas Kok (UGent) , John Morales, Dirk Deschrijver (UGent) , Dolores Blanco-Almazan, Willemijn Groenendaal, David Ruttens, Christophe Smeets, Vojkan Mihajlovic, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING.

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Journal Article
A1
open access

Analysis of free-living daytime movement in patients with migraine with access to acute treatment

Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Koen Paemeleire (UGent) and Sofie Van Hoecke (UGent)

(2025) JOURNAL OF HEADACHE AND PAIN. 26(1).

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Journal Article
A2
open access

Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews

Nicolas Vandenbussche (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Koen Paemeleire (UGent)

(2025) NEUROLOGY INTERNATIONAL. 17(3).

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Journal Article
A1
open access

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS.

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RR-GCN : exploring untrained random embeddings for relational graphs

Sandeep Ramachandra (UGent) , Vic Degraeve, Gilles Vandewiele (UGent) , Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING.

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Journal Article
A1
open access

Enabling efficient semantic stream processing across the IoT network through adaptive distribution with DIVIDE

Mathias De Brouwer (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(2).

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Journal Article
A1
open access

Benchmarking whole knowledge graph embedding techniques

Pieter Bonte (UGent) , Sander Vanden Hautte, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184

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Journal Article
A1
open access

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Nicolas Vandenbussche (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Koen Paemeleire (UGent)

(2024) BRAIN AND BEHAVIOR. 14(1).

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Journal Article
A1
open access

Optimized continuous homecare provisioning through distributed data-driven semantic services and cross-organizational workflows

Mathias De Brouwer (UGent) , Pieter Bonte (UGent) , Doerthe Arndt, Miel Vander Sande (UGent) , Anastasia Dimou (UGent) , Ruben Verborgh (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF BIOMEDICAL SEMANTICS. 15(1).

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Journal Article
A1
open access

Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Jeroen Van Der Donckt (UGent) , Stephanie Chen (UGent) , Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Koen Paemeleire (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2024) SCIENTIFIC REPORTS. 14(1).

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Journal Article
A1
open access

INK : knowledge graph representation for efficient and performant rule mining

Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) SEMANTIC WEB. 15(4). p.1367-1388

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Miscellaneous
open access

RDF surfaces : enabling classical negation on the semantic web

Patrick Hochstenbach (UGent) , Mathijs van Noort (UGent) , Dörthe Arndt (UGent) , Rebekka Martens, Jos De Roo (UGent) , Ruben Verborgh (UGent) , Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2024) SEMANTIC WEB.

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Journal Article
A1
open access

A holistic view over ontologies for Streaming Linked Data

Pieter Bonte (UGent) , Femke Ongenae (UGent) and Riccardo Tommasini

(2024) SEMANTIC WEB. 15(5). p.2005-2033

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Journal Article
A1
open access

Unlocking the potential of smartphone and ambient sensors for ADL detection

Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Martijn Courteaux (UGent) , Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) SCIENTIFIC REPORTS. 14(1).

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Conference Paper
P1
open access

Unlocking the potential of mHealth for smoking cessation : an expert viewpoint

Arian Kashefi (UGent) , Kyana Bosschaerts (UGent) , Stephen Murphy (UGent) , Sofie Van Hoecke (UGent) , Mariek Vanden Abeele (UGent) , Lieven De Marez (UGent) , Femke Ongenae (UGent) and Peter Conradie (UGent)

(2024) HUMAN-CENTERED DESIGN, OPERATION AND EVALUATION OF MOBILE COMMUNICATIONS, PT I, MOBILE 2024. In Lecture Notes in Computer Science 14737. p.59-79

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RDF surfaces as a first-order language for the Semantic Web

Dörthe Arndt (UGent) , Jos De Roo (UGent) , Patrick Hochstenbach (UGent) , Rebekka Martens, Femke Ongenae (UGent) and Mathijs van Noort (UGent)

(2024) RULES AND REASONING, RULEML+RR 2024. In Lecture Notes in Computer Science 15183. p.200-216

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Conference Paper
C1
open access

Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Jan De Waele (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2024) ICMHI '24 : Proceedings of the 2024 8th International Conference on Medical and Health Informatics. p.311-317

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Journal Article
A1
open access

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Ganjour Mazaev, Michael Weyns (UGent) , Filip Vancoillie, Guido Vaes, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) WATER SUPPLY. 23(1). p.162-178

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Journal Article
A1
open access

Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Pieter Bonte (UGent) , Matthias Strobbe (UGent) , Jelle Nelis (UGent) , Bruno Volckaert (UGent) , Femke Ongenae (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(5).

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Conference Paper
C1
open access

Towards cascading reasoning for generic edge processing

Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2023) Semantic Web on Constrained Things 2023 (SWoCoT 2023) : proceedings of the First International Workshop on Semantic Web on Constrained Things co-located with 20th Extended Semantic Web Conference (ESWC 2023). In CEUR workshop proceedings 3412. p.47-60

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Journal Article
A1
open access

From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization

Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Martijn Courteaux (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(10).

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Journal Article
A1
open access

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Michael Weyns (UGent) , Ganjour Mazaev, Guido Vaes, Filip Vancoillie, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) URBAN WATER JOURNAL. 20(7). p.859-881

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Workshops at the Web Conference 2023

Femke Ongenae (UGent) and Riccardo Tommasini

(2023) Companion of the World Wide Web Conference, WWW 2023. p.659-659

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Journal Article
A1
open access

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Christopher M. Sauer, Tom Hendriks, Olivier W.M. Thijssens, Femke Ongenae (UGent) , Paul Elbers, Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2023) INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 175.

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Conference Paper
C1
open access

Comparator model for detecting changes in the ease of breathing of COPD patients

Thomas Kok (UGent) , W. Groenendaal, S. Blanco-Almazan, L. Lijnen, C. Smeets, D. Ruttens, J. Morales, Tom Dhaene (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) , et al.

(2023) KDH@IJCAI 2023 : Knowledge Discovery from Healthcare Data 2023 : proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data. In CEUR workshop proceedings 3479.

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Conference Paper
P1
open access

Powershap : a power-full shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87

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Conference Paper
C1
open access

Tree visualization of patient information for explainability of AI outputs

Sandeep Ramachandra (UGent) , David Vander Mijnsbrugge (UGent) , P.J Lammertyn, S. Dupulthys, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) VOILA! 2023 Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs 2023. In CEUR Workshop Proceedings 3508. p.63-69

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Journal Article
A1
open access

Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients : a prospective single center observational study

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Sofie Dhaese, Sarah Van Vooren, Jerina Boelens (UGent) , Alain Verstraete (UGent) , Veronique Stove (UGent) , Femke Ongenae (UGent) , Liesbet De Bus (UGent) , Pieter Depuydt (UGent) , et al.

(2023) ANNALS OF INTENSIVE CARE. 13(1).

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Conference Paper
C1
open access

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Jeroen Van Der Donckt (UGent) , Jelle Nelis (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Koen Casier (UGent) , Jan Van Ooteghem (UGent) , Pieter Crombez, et al.

(2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360

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Towards artificial intelligence as a decision support tool to combat AMR in the ICU

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Jan De Waele (UGent)

(2023) ICU MANAGEMENT. 23(4). p.144-147

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Journal Article
A1
open access

Parameter efficient neural networks with singular value decomposed kernels

David Vander Mijnsbrugge (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692

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Conference Paper
C3
open access

RoXi : a framework for reactive reasoning

Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2023) ESCW 2023, the First International Workshop on Semantic Web on Constrained Things, Abstracts.

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Conference Paper
C3
open access

Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study

Thomas De Corte (UGent) , Laura Van Maele, Jona Dietvorst, Jarne Verhaeghe (UGent) , Ann Vandendriessche, N De Neve, Sofie Vanderhaeghen (UGent) , A Dumoulin, W. Temmerman, B Dewulf, et al.

(2023) ESICM, 36th Annual congress, Abstracts.

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Conference Paper
C1
open access

pyRDF2Vec : a Python implementation and extension of RDF2Vec

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Terencio Agozzino and Femke Ongenae (UGent)

(2023) The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings. In Lecture Notes in Computer Science 13870. p.471-483

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Conference Paper
C1
open access

POD-QUERY : schema mapping and query rewriting for solid pods

Maarten Vandenbrande (UGent) , Maxime Jakubowski, Pieter Bonte (UGent) , Bart Buelens, Femke Ongenae (UGent) and Jan Van den Bussche

(2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.

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Conference Paper
C1
open access

LDESTS : enabling efficient storage and querying of large volumes of time series data on solid pods

Tom Windels (UGent) , Wout Slabbinck (UGent) , Pieter Bonte (UGent) , Stijn Verstichel (UGent) , Pieter Colpaert (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.

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Conference Paper
C1
open access

Design of a social chatbot with gamification for user profiling and smoking trigger detection

Kyana Bosschaerts (UGent) , Jeroen Stragier, Bram Steenwinckel (UGent) , Lieven De Marez (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.636-650

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Journal Article
A1
open access

Context-aware deep learning with dynamically assembled weight matrices

David Vander Mijnsbrugge (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) INFORMATION FUSION. 100.

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Journal Article
A1
open access

A microservice architecture for leak localization in water distribution networks using hybrid AI

Ganjour Mazaev, Michael Weyns (UGent) , Pieter Moens (UGent) , Pieter Jan Haest, Filip Vancoillie, Guido Vaes, Joeri Debaenst, Aagje Waroux, Kris Marlein, Femke Ongenae (UGent) , et al.

(2023) JOURNAL OF HYDROINFORMATICS. 25(3). p.851-866

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Journal Article
A1
open access

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Ziye Fang, Marija Stojchevska (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) SEMANTIC WEB. 14(5). p.893-941

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Journal Article
A1
open access

TALK : tracking activities by linking knowledge

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 122.

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INK : knowledge graph embeddings for node classification

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Michael Weyns (UGent) , Terencio Agozzino, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) DATA MINING AND KNOWLEDGE DISCOVERY. 36(2). p.620-667

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Journal Article
A1
open access

Bridging the gap between expressivity and efficiency in stream reasoning : a structural caching approach for IoT streams

Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) KNOWLEDGE AND INFORMATION SYSTEMS. 64. p.1781-1815

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Conference Paper
C3
open access

PowerShap : a power-full Shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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Conference Paper
C3
open access

Hybrid machine learning for leak localization in the drinking water grid

Ganjour Mazaev, Michael Weyns (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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Conference Paper
C1
open access

Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier

Ganjour Mazaev, Michael Weyns (UGent) , Filip Vancoillie, Guido Vaes, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) 2022 IEEE International Conference on Big Data (Big Data). p.4854-4859

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Journal Article
A1
open access

Assessing the added value of context during stress detection from wearable data

Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Annelies Goris, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

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Journal Article
A1
open access

mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve, Jasper Vaneessen (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Paul Boon (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

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NAOMI platform optimizes communication with relatives of patients

Kirsten Colpaert (UGent) , Mathias Syx (UGent) , Bram Gadeyne (UGent) , Tom Van Acker, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.