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Armand Girbes

University of Amsterdam

SCHOLARLY PAPERS

2

DOWNLOADS

158

TOTAL CITATIONS

1

Scholarly Papers (2)

1.

Causal Deep Learning to Personalize Medicine; Which Intensive Care Patients with Sepsis Will Benefit from High Dose Corticosteroid Therapy?

Number of pages: 13 Posted: 28 Feb 2025
University of Amsterdam, affiliation not provided to SSRN, University of Amsterdam - Amsterdam University Medical Centers, University of Amsterdam, University of Amsterdam - Amsterdam University Medical Centers, University of Amsterdam, University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA), Vrije Universiteit and University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA)
Downloads 93 (730,864)

Abstract:

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Sepsis, data science, steroids, causal inference, personalized medicine, Mortality

2.

Comparative Performance of Intensive Care Mortality Prediction Models Based on Manually Curated Versus Automatically Extracted Electronic Health Record Data

Number of pages: 26 Posted: 11 Jul 2023
University of Amsterdam, University of Amsterdam, University of Amsterdam, University of Amsterdam, Amsterdam University Medical Centres - Department of Intensive Care Medicine, University of Amsterdam - Department of Medical Informatics, University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA), University of Amsterdam, University of Amsterdam, University of Amsterdam - Department of Medical Informatics, University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA) and University of Amsterdam - Intelligent Systems Laboratory Amsterdam (ISLA)
Downloads 65 (916,100)
Citation 1

Abstract:

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mortality prediction, intensive care, in-hospital mortality, machine learning, electronic health record