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

Year of publication

2020

Authors

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

Organizations and authors

Helsinki University Hospital Catchment Area

Nurmi Jouni

Pirneskoski Jussi

Olkkola Klaus T.

Kuisma Markku

Tampere University Hospital Catchment Area

Tamminen Joonas

Hoppu Sanna

University of Helsinki

Nurmi Jouni

Pirneskoski Jussi

Olkkola Klaus T.

Kuisma Markku

Tampere University

Kallonen Antti

Tamminen Joonas

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal

Resuscitation plus

Parent publication name

Resuscitation plus

Volume

4

Article number

100046

ISSN

2666-5204

​Publication forum

89333

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

Other information

Fields of science

Biomedicine; Surgery, anesthesiology, intensive care, radiology

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1016/j.resplu.2020.100046

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes