Mattia Fornasa

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti et al. · Critical Care · 2021 · 39 citations · Full text

Predictors for extubation failure in COVID-19 patients using a machine learning approach

Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti et al. · Critical Care · 2021 · 35 citations · Full text

Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model

Anne de Hond, Ilse Kant, Mattia Fornasa et al. · Critical Care Medicine · 2022 · 34 citations · Full text

Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists

Patrick Thoral, Mattia Fornasa, Daan P. de Bruin et al. · Critical Care Explorations · 2021 · 31 citations · Full text

The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge

Juliette de Vos, Laurenske A. Visser, Aletta A. de Beer et al. · Value in Health · 2021 · 25 citations

Nursing, Primary Care, Machine Learning +12