Research Explorer

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Project

HEROI2C: Hybrid machinE leaRning for Improved Infection management in Critically ill patients

Outputs & impact

Publicaties & datasets ( 11 )

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne VerhaegheFemke OngenaeSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

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

Jarne VerhaegheThomas De CorteJan De WaeleFemke OngenaeSofie Van Hoecke

Antimicrobial stewardship in the intensive care unit : evolving challenges and data science opportunities

Thomas De CorteJan De WaeleSofie Van HoeckePieter Depuydt

Characteristics of co-infection and secondary infection amongst critically ill COVID-19 patients in the first two waves of the pandemic

Thomas De CorteKatharina KohlerMaurizio CecconiJan De WaeleAndrew Conway MorrisElie AzoulayGiuseppe CiterioAndy Conway MorrisFrantisek DuskaPaul Elbers et al.

A1 Journal Article in INTENSIVE CARE MEDICINE

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

Thomas De CorteLaura Van MaeleJona DietvorstJarne VerhaegheAnn VandendriesscheN De NeveSofie VanderhaeghenA DumoulinW. TemmermanB Dewulf et al.

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

Jarne VerhaegheThomas De CorteChristopher M. SauerTom HendriksOlivier W.M. ThijssensFemke OngenaePaul ElbersJan De WaeleSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

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 CorteJarne VerhaegheSofie DhaeseSarah Van VoorenJerina BoelensAlain VerstraeteVeronique StoveFemke OngenaeLiesbet De BusPieter Depuydt et al.

A1 Journal Article in ANNALS OF INTENSIVE CARE

Co-infection and ICU-acquired infection in COIVD-19 ICU patients : a secondary analysis of the UNITE-COVID data set

Andrew Conway MorrisKatharina KohlerThomas De CorteAri ErcoleHarm-Jan De GroothPaul W. G. ElbersPedro PovoaRui MoraisDespoina KoulentiSameer Jog et al.

A1 Journal Article in CRITICAL CARE

Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients

Jarne VerhaegheSofie DhaeseThomas De CorteDavid Vander MijnsbruggeHeleen AardemaJan G. ZijlstraAlain VerstraeteVeronique StovePieter ColinFemke Ongenae et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

Artificial intelligence in infection management in the ICU

Thomas De CorteSofie Van HoeckeJan De Waele

A1 Journal Article in CRITICAL CARE

The future of antimicrobial dosing in the ICU : an opportunity for data science

Thomas De CortePaul ElbersJan De Waele

A1 Journal Article in INTENSIVE CARE MEDICINE

Activiteiten ( 0 )

Resultaten

Impactnarratieven ( 0 )

Octrooien ( 0 )