Ghent University Academic Bibliography

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SynSUM – synthetic benchmark with structured and unstructured medical records

Paloma Rabaey (UGent) , Henri Arno (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2025) GenAI4Health, Workshop on Large Language Models and Generative AI for Health at AAAI 2025.
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SimSUM : simulated benchmark with structured and unstructured medical records

Paloma Rabaey (UGent) , Stefan Heytens (UGent) and Thomas Demeester (UGent)

(2025) JOURNAL OF BIOMEDICAL SEMANTICS. 16(1).
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Building a foundation for high-quality health data : multihospital case study in Belgium

Jens Declerck (UGent) , Bert Vandenberk, Mieke Deschepper (UGent) , Kirsten Colpaert (UGent) , Lieselot Cool, Jens Goemaere, Frank Staelens (UGent) , Koen De Meester, Eva Verbeke, Elke Smits, et al.

(2024) JMIR MEDICAL INFORMATICS. 12.
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Multimodal data fusion for cancer biomarker discovery with deep learning

Sandra Steyaert, Marija Pizurica (UGent) , Divya Nagaraj, Priya Khandelwal, Tina Hernandez-Boussard, Andrew J. Gentles and Olivier Gevaert

(2023) NATURE MACHINE INTELLIGENCE. 5(4). p.351-362
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Vulnerable patients' attitudes toward sharing medical data and granular control in patient portal systems : an interview study

Jodie Bernaerdt (UGent) , Tania Moerenhout and Ignaas Devisch (UGent)

(2021) JOURNAL OF EVALUATION IN CLINICAL PRACTICE. 27(2). p.429-437
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Quality of hospital electronic health record (EHR) data based on the International Consortium for Health Outcomes Measurement (ICHOM) in heart failure : pilot data quality assessment study

Hannelore Aerts (UGent) , Dipak Kalra (UGent) , Carlos Saez, Juan Manuel Ramirez-Anguita, Miguel-Angel Mayer, Juan M. Garcia-Gomez, Marta Dura-Hernandez, Geert Thienpont (UGent) and Pascal Coorevits (UGent)

(2021) JMIR MEDICAL INFORMATICS. 9(8).
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Coding systems for clinical decision support : theoretical and real-world comparative analysis

Nicolas Delvaux, Bert Vaes, Bert Aertgeerts, Stijn Van de Velde, Robert Vander Stichele (UGent) , Peter Nyberg and Mieke Vermandere

(2020) JMIR FORMATIVE RESEARCH. 4(10).
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Machine learning in infection management using routine electronic health records : tools, techniques, and reporting of future technologies

Christian F. Luz, Marcus Vollmer, Johan Decruyenaere (UGent) , Maarten W. Nijsten, Corinna Glasner and Bhanu Sinha

(2020) CLINICAL MICROBIOLOGY AND INFECTION. 26(10). p.1291-1299
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Decentralized data access with IPFS and smart contract permission management for electronic health records

Michaël Verdonck (UGent) and Geert Poels (UGent)

(2020) BUSINESS PROCESS MANAGEMENT WORKSHOPS, BPM 2020 INTERNATIONAL WORKSHOPS. In Lecture Notes in Business Information Processing 397. p.5-16
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Primary care physicians' perspectives on the ethical impact of the electronic medical record

Tania Moerenhout, Gary S Fischer, Marlies Saelaert (UGent) , An De Sutter (UGent) , Veerle Provoost (UGent) and Ignaas Devisch (UGent)

(2020) JOURNAL OF THE AMERICAN BOARD OF FAMILY MEDICINE. 33(1). p.106-117

Academic Bibliography

SynSUM – synthetic benchmark with structured and unstructured medical records

SimSUM : simulated benchmark with structured and unstructured medical records

Building a foundation for high-quality health data : multihospital case study in Belgium

Multimodal data fusion for cancer biomarker discovery with deep learning

Vulnerable patients' attitudes toward sharing medical data and granular control in patient portal systems : an interview study

Quality of hospital electronic health record (EHR) data based on the International Consortium for Health Outcomes Measurement (ICHOM) in heart failure : pilot data quality assessment study

Coding systems for clinical decision support : theoretical and real-world comparative analysis

Machine learning in infection management using routine electronic health records : tools, techniques, and reporting of future technologies

Decentralized data access with IPFS and smart contract permission management for electronic health records

Primary care physicians' perspectives on the ethical impact of the electronic medical record

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