Thomas De Corte

Ghent University Hospital — Belgium

Medicine · Health Sciences

7h-index274citations26works1.12yr avg
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Research Topics

Sepsis Diagnosis and Treatment(5), Intensive Care Unit Cognitive Disorders(5), Long-Term Effects of COVID-19(5), Respiratory Support and Mechanisms(4), Antibiotics Pharmacokinetics and Efficacy(4)

Publications25 total

Towards Trustful Machine Learning for Antimicrobial Therapy Using an Explainable Artificial Intelligence Dashboard
Applied Sciences·2025Open Access
The impact of intensive care strain on patients’ outcomes—a multinational observational cohort (UNITE-COVID) study
Critical Care·2025Open Access
Evaluating early mobilisation in critically ill COVID-19 patients: Secondary analysis from the ESICM UNITE-COVID-II multicentre observational study
Anaesthesia Critical Care & Pain Medicine·2025Open Access
The impact of Intensive Care Strain on Patients’ Outcomes during COVID-19 - a UNITE COVID study
2025Open Access
Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients
2024· 2 citedOpen Access
Characteristics of co-infection and secondary infection amongst critically ill COVID-19 patients in the first two waves of the pandemic
Intensive Care Medicine·2024· 3 citedOpen Access
Early mobilisation in critically ill COVID-19 patients: a subanalysis of the ESICM-initiated UNITE-COVID observational study
Annals of Intensive Care·2023· 5 citedOpen 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
Annals of Intensive Care·2023· 4 citedOpen Access
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients
International Journal of Medical Informatics·2023· 23 citedOpen Access
Exploring Preconditions for the Implementation of Artificial Intelligence-Based Clinical Decision Support Systems in the Intensive Care Unit – a Multicentric Mixed Methods Study
SSRN Electronic Journal·2023Open Access
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients
BMC Medical Informatics and Decision Making·2022· 26 citedOpen Access
Correction: Co-infection and ICU-acquired infection in COVID-19 ICU patients: a secondary analysis of the UNITE-COVID data set
Critical Care·2022· 1 citedOpen Access
Co-infection and ICU-acquired infection in COVID-19 ICU patients: a secondary analysis of the UNITE-COVID data set
Critical Care·2022· 62 citedOpen Access
Correction to: Clinical and organizational factors associated with mortality during the peak of first COVID-19 wave: the global UNITE-COVID study
Intensive Care Medicine·2022· 3 citedOpen Access
Clinical and organizational factors associated with mortality during the peak of first COVID-19 wave: the global UNITE-COVID study
Intensive Care Medicine·2022· 83 citedOpen Access
Artificial Intelligence in Infection Management in the ICU
Critical Care·2022· 37 citedOpen Access
Artificial Intelligence in Infection Management in the ICU
Annual update in intensive care and emergency medicine·2022· 2 cited
ariercole/UNITE-COVID: Version 3.1.0 release curation pipeline
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
ariercole/UNITE-COVID: Version 3.0.0 release curation pipeline
2021Open Access
ariercole/UNITE-COVID: Version 3.1.0 release curation pipeline
2021· 2 citedOpen Access
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Frequent Co-authors

Jan J. De Waele(24), Stefan J. Schaller(11), Maurizio Cecconi(11), Massimiliano Greco(10), Paul Elbers(10), Ari Ercole(9), Andrew Conway Morris(9), Marlies Ostermann(8), Sofie Van Hoecke(8), Pedro Póvoa(7), Sheila Nainan Myatra(6), Alicia Gira(6), Philipp Eller(6), Tarikul Hamid(6), Injamam Ull Haque(6), Wim De Buyser(6), Antonella Cudia(6), Daniel De Backer(6), Pierre Foulon(6), Vincent Collin(6)