Machine learning model predicts short-term mortality among prehospital patients: A prospective development study from Finland

por Tamminen, Joonas, Kallonen, Antti, Hoppu, Sanna, Kalliomäki, Jari
Publicado 2021

Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observat...

por Loisa, Eetu, Kallonen, Antti, Hoppu, Sanna, Tirkkonen, Joonas
Publicado 2022

Trends in the national early warning score are associated with subsequent mortality – A prospective three-centre observational study with 11,331 general ward patients

por Loisa, Eetu, Kallonen, Antti, Hoppu, Sanna, Tirkkonen, Joonas
Publicado 2022

Random forest machine learning method outperforms prehospital National Early Warning Score for predicting one-day mortality: A retrospective study

por Pirneskoski, Jussi, Tamminen, Joonas, Kallonen, Antti, Nurmi, Jouni, Kuisma, Markku, Olkkola, Klaus T., Hoppu, Sanna
Publicado 2020