| Systematic Review and Comparison of Publicly Available ICU Data Sets—A Decision Guide for Clinicians and Data Scientists CM Sauer, TA Dam, LA Celi, M Faltys, MAA de la Hoz, L Adhikari, ... Critical care medicine 50 (6), e581-e588, 2022 | 49 | 2022 |
| The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients LM Fleuren, TA Dam, M Tonutti, DP de Bruin, RCA Lalisang, D Gommers, ... Critical Care 25, 1-12, 2021 | 34 | 2021 |
| Predictors for extubation failure in COVID-19 patients using a machine learning approach LM Fleuren, TA Dam, M Tonutti, DP de Bruin, RCA Lalisang, D Gommers, ... Critical Care 25, 1-10, 2021 | 24 | 2021 |
| Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse LM Fleuren, DP de Bruin, M Tonutti, RCA Lalisang, PWG Elbers Intensive care medicine 47 (4), 478-481, 2021 | 18 | 2021 |
| Do thresholds for invasive ventilation in hypoxemic respiratory failure exist? A cohort study CJ Yarnell, A Johnson, T Dam, A Jonkman, K Liu, H Wunsch, L Brochard, ... American Journal of Respiratory and Critical Care Medicine 207 (3), 271-282, 2023 | 17 | 2023 |
| Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in‐hospital mortality D Plečko, N Bennett, J Mårtensson, TA Dam, R Entjes, TCD Rettig, ... Acta Anaesthesiologica Scandinavica 66 (1), 65-75, 2022 | 12 | 2022 |
| Electrocardiographic changes are strongly correlated with the extent of cardiac inflammation in mice with Coxsackievirus B3-induced viral myocarditis L Wu, L Woudstra, TA Dam, T Germans, AC van Rossum, HWM Niessen, ... Cardiovascular Pathology 54, 107367, 2021 | 10 | 2021 |
| Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data … LM Fleuren, M Tonutti, DP de Bruin, RCA Lalisang, TA Dam, D Gommers, ... Intensive care medicine experimental 9, 1-15, 2021 | 6 | 2021 |
| Evolution of clinical phenotypes of COVID-19 patients during intensive care treatment: an unsupervised machine learning analysis S Siepel, TA Dam, LM Fleuren, ARJ Girbes, M Hoogendoorn, PJ Thoral, ... Journal of Intensive Care Medicine, 08850666231153393, 2023 | 5 | 2023 |
| Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of … I Vagliano, MC Schut, A Abu-Hanna, DA Dongelmans, DW de Lange, ... International Journal of Medical Informatics 167, 104863, 2022 | 5 | 2022 |
| Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning TA Dam, LF Roggeveen, F van Diggelen, LM Fleuren, AR Jagesar, ... Annals of Intensive Care 12 (1), 99, 2022 | 5 | 2022 |
| Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome TA Dam, HJ de Grooth, T Klausch, LM Fleuren, DP de Bruin, R Entjes, ... Critical care explorations 3 (10), 2021 | 5 | 2021 |
| incidence, risk factors, and outcome of suspected central venous catheter-related infections in critically ill covid-19 patients: a multicenter retrospective cohort study JM Smit, L Exterkate, AJ Van Tienhoven, ME Haaksma, MLA Heldeweg, ... Shock 58 (5), 358-365, 2022 | 4 | 2022 |
| Sharing is caring: how COVID-19 led to large-scale collaboration for icudata. nl P Elbers, P Thoral, T Dam, L Fleuren Netherlands Journal of Critical Care 29 (2), 85-86, 2021 | 3 | 2021 |
| A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients A Izdebski, PJ Thoral, RCA Lalisang, DM McHugh, D Gommers, ... arXiv preprint arXiv:2109.06707, 2021 | 2 | 2021 |
| Comparative Performance of Intensive Care Mortality Prediction Models Based on Manually Curated Versus Automatically Extracted Electronic Health Record Data A Jagesar, M Otten, T Dam, L Biesheuvel, DA Dongelmans, S Brinkman, ... Available at SSRN 4486282, 0 | 1 | |
| on behalf of Dutch ICU Data Sharing Against COVID-19 Collaborators L Fleuren, M Tonutti, D de Bruin, R Lalisang, T Dam, D Gommers, ... THE DATA-DRIVEN INTENSIVE CARE UNIT, 111, 0 | | |
| Category: ICU organization A53-Systematic review and comparison of icu datasets–a decision guide for clinicians and data scientists CM Sauer, TA Dam, LA Celi, AR Girbes, PW Elbers | | |
