Marta Fernandes

Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing

Marta Fernandes, Rúben Mendes, Susana M. Vieira et al. · PLoS ONE · 2020 · 77 citations · Full text

Machine Learning Models with Preoperative Risk Factors and Intraoperative Hypotension Parameters Predict Mortality After Cardiac Surgery

Marta Fernandes, Miguel Ángel Armengol de la Hoz, Valluvan Rangasamy et al. · Journal of Cardiothoracic and Vascular Anesthesia · 2020 · 53 citations

Cardiac Surgery, Cardiac Anaesthesia, Cardiovascular Disease +12

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing

Marta Fernandes, Rúben Mendes, Susana M. Vieira et al. · PLoS ONE · 2020 · 44 citations · Full text

Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

Wendong Ge, Haitham Alabsi, Aayushee Jain et al. · JMIR Formative Research · 2022 · 20 citations · Full text

Identification of patients with epilepsy using automated electronic health records phenotyping

Marta Fernandes, Aidan Cardall, Jin Jing et al. · Epilepsia · 2023 · 19 citations · Full text