Paul Elbers - Publications, H-index & Citations

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Paul Elbers

Amsterdam UMC

40H-index

287Paper Count

7.7KCitation Count

Published Papers 119

Publication Date

Fully flexing the potential of AI in intensive care: reinforcement learning with randomization when needed

Intensive Care Medicine

IF21.2

2026-08-17

PREAI

Paul Elbers; Ari Ercole; Derek C. Angus

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Real-time prediction of atrial fibrillation in intensive care unit: a meta-learning approach

JAMIA Open

IF3.4

2026-07-11

OAAI

Mehran Moazeni, PhD; Sebastian Mildiner Moraga, PhD; Maaike Wösten, Msc; Paul Elbers, MD, PhD; Patrick Thoral, MD; Linda Wilhelmina Van Laake, MD, PhD; Folkert Wouter Asselbergs, MD, PhD; Emmeke Aarts, PhD

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Early prognostication for ICU patients with combined respiratory and circulatory failure: an interpretable machine learning approach

Scientific Reports

IF3.9

2026-06-25

OAAI

Adam Piasecki; Kamil Adamczyk; Marcin Śniegowski; Raffaele Mandarano; Beatrice Brunoni; Harm-Jan de Grooth; Paul W. G. Elbers

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Improving interpretation of metabolic acid–base disorders by correcting pH-dependent bias in base excess partitioning

British Journal of Anaesthesia

IF9.2

2026-02-26

OAAI

Martin Krbec; Martin Vančura; Petr Waldauf; Micah L.A. Heldeweg; Lorenzo Giosa; Paul W.G. Elbers; Thomas Langer; Francesco Zadek; Niels van Regenmortel; František Duška

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Deriving consensus sepsis clusters via goal-directed subgroup identification in multi-omics study

Nature Communications

IF15.7

2025-11-24

OAAI

Zhongheng Zhang; Lin Chen; Hongjie Shen; Jing Wang; Jie Yang; Suibi Yang; Weimin Zhang; Xuandong Jiang; Xiaojun Wu; Xianglin Meng; Fengzhi Zhao; Wanjie Gu; Haiyan Yin; Lihui Wang; Yuetian Yu; Lingxia Cheng; Ping Xu; Danting Fei; Huijie Yu; Xuning Shen; Yuhong Jin; Bingyang Liu; Jian Sun; Hongying Ni; Mihir R. Atreya; Paul W. G. Elbers; Kwok Ming Ho; Leo Anthony Celi

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ICU readmission and mortality risk prediction: Generalizability of a multi-hospital model

JOURNAL OF INTENSIVE MEDICINE

IF3.3

2025-10-01

OAAI

Dam, Tariq A.; de Bruin, Daan; Cina, Giovanni; Thoral, Patrick J.; Elbers, Paul W. G.; den Uil, Corstiaan A.; Crane, Reinier F.

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AI in critical care: A roadmap to the future

Journal of Critical Care

IF2.9

2025-09-23

OAAI

J.D. Workum; G. Meyfroidt; J. Bakker; C. Jung; J.M. Tobin; D. Gommers; P.W.G. Elbers; J.G. van der Hoeven; M.E. Van Genderen

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Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients

Journal of Critical Care

IF2.9

2025-08-27

OAAI

Tariq A. Dam; Rogier P. Schade; Jurriaan E.M. de Steenwinkel; Martijn Otten; Luca F. Roggeveen; Mark Hoogendoorn; Armand R.J. Girbes; Lucas M. Fleuren; Paul W.G. Elbers

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Sharing is caring: A systematic review of publicly available intensive care data sets

Journal of Critical Care

IF2.9

2025-08-06

OAAI

A.R. Jagesar; T.A. Dam; T. Struja; C.M. Sauer; M. Otten; L.A. Biesheuvel; A.R.J. Girbes; L. Adhikari; Z. Zhang; M. Faltys; N. Rodemund; P.J. Thoral; L.A. Celi; P.W.G. Elbers

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Predicting arterial pressure without prejudice: towards effective hypotension prediction models

British Journal of Anaesthesia

IF9.2

2025-07-19

PREAI

Simon Tilma Vistisen; Paul Elbers

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Predictive performance of ROX index and its variations for NIV failure

Medicina Intensiva

IF3.1

2025-07-01

OAAI

Lada Lijović; Tomislav Radočaj; Nataša Kovač; Marinko Vučić; Paul Elbers

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Determination of pKA of nonvolatile weak acids in plasma of healthy volunteers and critically ill patients

Intensive Care Medicine Experimental

IF3.1

2025-06-02

OAAI

Martin Krbec; Serena Brusatori; Petr Waldauf; Alberto Zanella; Francesco Zadek; Victor van Bochove; František Duška; Thomas Langer; Paul Elbers

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Long-term mortality in ICU patients with hematological malignancies: Impact of organ support duration and ICU length of stay

Journal of Critical Care

IF2.9

2025-05-23

OAAI

Martijn Otten; Bob J.H. van Kempen; Brittney van der Woude; Tariq A. Dam; Rolf K. Gigengack; Marcella C.A. Müller; Armand R.J. Girbes; Bart J. Biemond; Harm-Jan de Grooth; Paul W.G. Elbers

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Subphenotypes and the De Ritis ratio for mortality risk stratification in sepsis-associated acute liver injury: a retrospective cohort study

ECLINICALMEDICINE

IF10

2025-04-01

PREAI

Palmowski, Lars; Westhus, Britta; Witowski, Andrea; Nowak, Hartmuth; Traut, Isabella; Canbay, Ali; Schnitzbauer, Andreas; Elbers, Paul; Adamzik, Michael; Katsounas, Antonios; Rahmel, Tim

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Leveraging the power of routinely collected ICU data

INTENSIVE CARE MEDICINE

IF21.2

2024-12-11

PREAI

Lijovic, Lada; Elbers, Paul

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Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2024-08-01

PREAI

Jagesar, A. R.; Otten, M.; Dam, T. A.; Biesheuvel, L. A.; Dongelmans, D. A.; Brinkman, S.; Thoral, P. J.; Francois-Lavet, V.; Girbes, A. R. J.; de Keizer, N. F.; de Grooth, H. J. S.; Elbers, P. W. G.

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The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU

CRITICAL CARE MEDICINE

IF6

2024-07-03

PREAI

Rockenschaub, Patrick; Hilbert, Adam; Kossen, Tabea; Elbers, Paul; von Dincklage, Falk; Madai, Vince Istvan; Frey, Dietmar

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Use of artificial intelligence in critical care: opportunities and obstacles

CRITICAL CARE

IF9.3

2024-04-08

OAAI

Pinsky, Michael R.; Bedoya, Armando; Bihorac, Azra; Celi, Leo; Churpek, Matthew; Economou-Zavlanos, Nicoleta J.; Elbers, Paul; Saria, Suchi; Liu, Vincent; Lyons, Patrick G.; Shickel, Benjamin; Toral, Patrick; Tscholl, David; Clermont, Gilles

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Artificial intelligence to advance acute and intensive care medicine

CURRENT OPINION IN CRITICAL CARE

IF3.4

2024-03-22

OAAI

Biesheuvel, Laurens A.; Dongelmans, Dave A.; Elbers, Paul W. G.

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Guideline-informed reinforcement learning for mechanical ventilation in critical care

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-01-01

OAAI

den Hengst, Floris; Otten, Martijn; Elbers, Paul; van Harmelen, Frank; Francois-Lavet, Vincent; Hoogendoorn, Mark

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Research Directions