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Papers matching “ARDS prediction” 33

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Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
2026 BMC Anesthesiology article Medicine Respiratory Support and Mechanisms Open access

Mirja Mittermaier, Jan A. Graw, Alexander H. Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more

0

citations
Early Prediction of Rapid Oxygenation Loss as a Surrogate Marker for ARDS Using Machine Learning in Mechanically Ventilated ICU Patients
2025 German Medical Science (German Research Foundation) conference-paper Medicine Respiratory Support and Mechanisms Open access

0

citations
Respiratory Subsets in Patients with Moderate to Severe Acute Respiratory Distress Syndrome for Early Prediction of Death
2022 Journal of Clinical Medicine article Medicine Respiratory Support and Mechanisms Open access

Jesús Villar, Cristina Fernández, Jesús María González-Martín, Carlos Ferrando, José Manuel Añón, Ana M. del Saz-Ortíz, +20 more

19

citations
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
2023 Critical Care Medicine article Medicine Respiratory Support and Mechanisms Open access

Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more

52

citations
Gamma-glutamyltransferase is a strong predictor of secondary sclerosing cholangitis after lung transplantation for COVID-19 ARDS
2022 The Journal of Heart and Lung Transplantation article Medicine Transplantation: Methods and Outcomes Open access

Stefan Schwarz, Christian Lang, Matevž Harlander, Tomaž Štupnik, Jan Van Slambrouck, Laurens Joseph Ceulemans, +15 more

9

citations
Validation of RESP and PRESERVE score for ARDS patients with pumpless Extracorporeal Lung Assist (pECLA)
2020 Research Square preprint Medicine Respiratory Support and Mechanisms Open access

Jan Petran, Thorsten Muelly, Rolf Dembinski, Niklas B. Steuer, Jutta Arens, Gernot Marx, +1 more

0

citations
Validation of RESP and PRESERVE score for ARDS patients with pumpless Extracorporeal Lung Assist (pECLA)
2020 Research Square preprint Medicine Respiratory Support and Mechanisms Open access

Jan Petran, Thorsten Muelly, Rolf Dembinski, Niklas B. Steuer, Jutta Arens, Gernot Marx, +1 more

0

citations
Validation of RESP and PRESERVE score for ARDS patients with pumpless extracorporeal lung assist (pECLA)
2020 BMC Anesthesiology article Medicine Respiratory Support and Mechanisms Open access

Jan Petran, Thorsten Muelly, Rolf Dembinski, Niklas B. Steuer, Jutta Arens, Gernot Marx, +1 more

6

citations
Efficacy and safety of intravenous imatinib in COVID-19 ARDS: a randomized, double-blind, placebo-controlled clinical trial
2023 Critical Care article Medicine Respiratory Support and Mechanisms Open access

Leila N. Atmowihardjo, Job R. Schippers, Erik Duijvelaar, Imke Heleen Bartelink, Pierre M. Bet, Noortje Swart, +16 more

21

citations
Between-trial heterogeneity in ARDS research
2021 Intensive Care Medicine article Medicine Respiratory Support and Mechanisms Open access

Jenny Juschten, Pieter Roel Tuinman, Tingjie Guo, Nicole Petra Juffermans, Marcus Josephus Schultz, Stephan Alexander Loer, +2 more

34

citations
Recorded body height and sex differences in lung-protective ventilation among adults with ARDS: an 11-year single-centre cohort study
2026 Journal of Intensive Care article Medicine Respiratory Support and Mechanisms Open access

Marius Huehn, Lea Willemsen, Matthias Manfred Deininger, Judith Huth, Jana C. Mossanen, Jens Spießhoefer, +3 more

0

citations
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets
2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access

Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more

12

citations
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
2022 medRxiv preprint Computer Science Machine Learning in Healthcare Open access

Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more

4

citations
Machine Learning Identifies ICU Outcome Predictors in a Multicenter COVID-19 Cohort.
2021 Research Square preprint Medicine COVID-19 Clinical Research Studies Open access

Harry Magunia, Simone Lederer, Raphael Verbuecheln, Bryant Joseph Gilot, Michael Koeppen, Helene Anna Haeberle, +41 more

3

citations
Predicting the Length of Mechanical Ventilation in Acute Respiratory Disease Syndrome Using Machine Learning: The PIONEER Study
2024 Journal of Clinical Medicine article Medicine Respiratory Support and Mechanisms Open access

Jesús Villar, Jesús María González-Martín, Cristina Fernández, Juan Alfonso Soler, Alfonso Ambrós, Lidia Pita-García, +13 more

8

citations
Predicting a Sudden Decrease in Oxygenation in Mechanically Ventilated Intensive Care Patients as a Surrogate Marker for Acute Respiratory Distress Syndrome
2025 SSRN Electronic Journal preprint Medicine Respiratory Support and Mechanisms Open access

Richard Polzin, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Andreas Schuppert, Gernot Marx, Johannes Bickenbach

0

citations
Expected individual benefit of prophylactic platelet transfusions in hemato‐oncology patients based on bleeding risks
2021 Transfusion article Medicine Blood transfusion and management Open access

Loes L. Cornelissen, Camila Caram‐Deelder, Susanna F. Fustolo‐Gunnink, Rolf H. H. Groenwold, Simon J. Stanworth, Jaap Jan Zwaginga, +1 more

4

citations
Kynurenine is a prognostic biomarker in pulmonary infections with association to cardiac dysfunction
2025 European Heart Journal article Neuroscience Tryptophan and brain disorders Open access

Andreas Puetz, Björn K.I. Meijers, Victoria Michalczyk, Jens Spießhoefer, Philipp Hohlstein, Alexander Kersten, +9 more

0

citations
Clinical relevance of timing of assessment of ICU mortality in patients with moderate-to-severe Acute Respiratory Distress Syndrome
2023 Scientific Reports article Medicine Respiratory Support and Mechanisms Open access

Jesús Villar, Jesús María González-Martín, José Manuel Añón, Carlos Ferrando, Juan Alfonso Soler, Fernando Mosteiro, +13 more

10

citations
Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort
2021 Critical Care article Medicine COVID-19 Clinical Research Studies Open access

Harry Magunia, Simone Lederer, Raphael Verbuecheln, Bryant Joseph Gilot, Michael Koeppen, Helene Anna Haeberle, +41 more

63

citations
The Ventilatory Ratio as a Predictor of Successful Weaning from a Veno-Venous Extracorporeal Membrane Oxygenator
2024 Journal of Clinical Medicine article Medicine Respiratory Support and Mechanisms Open access

Anna Fischbach, Steffen B. Wiegand, Liselotte Ammon, Rüdger Kopp, Guillermo Ignacio Soccoro Matos, Julio Javier Baigorri, +2 more

3

citations
MAPK Is a Mutual Pathway Targeted by Anxiety-Related miRNAs, and E2F5 Is a Putative Target for Anxiolytic miRNAs
2023 Biomolecules article Biochemistry, Genetics and Molecular Biology MicroRNA in disease regulation Open access

Javad Amini, Cordian Beyer, Adib Zendedel, Nima Sanadgol

13

citations
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning
2022 Annals of Intensive Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent

Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, +92 more

14

citations
Pulmonary Risk Stratification in Open Thoracoabdominal Aortic Aneurysm Repair
2026 Journal of Clinical Medicine article Medicine Aortic Disease and Treatment Approaches Open access

Jelle Frankort, Mohammed Al-Falahi, András Keszei, Bernhard Hruschka, Quentin Cappel, Christian Uhl, +1 more

0

citations
Early risk markers for severe clinical course and fatal outcome in German patients with COVID-19
2021 PLoS ONE article Medicine COVID-19 Clinical Research Studies Open access

Paul Balfanz, Bojan Hartmann, Dirk Müller‐Wieland, Michael Kleines, Dennis Häckl, Nils Kossack, +8 more

16

citations