Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia Development and Validation Study

Catia Cilloniz; Logan Ward; Mads Lause Mogensen; Juan M. Pericas; Raul Mendez; Albert Gabarrus; Miquel Ferrer; Carolina Garcia-Vidal; Rosario Menendez; Antoni Torres

doi:10.1016/j.chest.2022.07.005

Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia Development and Validation Study

Catia Cilloniz, Logan Ward, Mads Lause Mogensen, Juan M. Pericas, Raul Mendez, Albert Gabarrus, Miquel Ferrer, Carolina Garcia-Vidal, Rosario Menendez, Antoni Torres

Universidad Continental

Research output: Contribution to journal › Original Article › peer-review

Original language	American English
Pages (from-to)	77-88
Number of pages	12
Journal	Chest
Volume	163
Issue number	1
DOIs	https://doi.org/10.1016/j.chest.2022.07.005
State	Indexed - Jan 2023

Keywords

Artificial intelligence
Community-acquired pneumonia
Machine learning
Mortality prediction
Pneumonia

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10.1016/j.chest.2022.07.005

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@article{7623555462c341968f196b9d4d4be01a,

title = "Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia Development and Validation Study",

keywords = "Artificial intelligence, Community-acquired pneumonia, Machine learning, Mortality prediction, Pneumonia",

author = "Catia Cilloniz and Logan Ward and Mogensen, {Mads Lause} and Pericas, {Juan M.} and Raul Mendez and Albert Gabarrus and Miquel Ferrer and Carolina Garcia-Vidal and Rosario Menendez and Antoni Torres",

year = "2023",

month = jan,

doi = "10.1016/j.chest.2022.07.005",

language = "American English",

volume = "163",

pages = "77--88",

journal = "Chest",

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publisher = "American College of Chest Physicians",

number = "1",

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TY - JOUR

T1 - Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia Development and Validation Study

AU - Cilloniz, Catia

AU - Ward, Logan

AU - Mogensen, Mads Lause

AU - Pericas, Juan M.

AU - Mendez, Raul

AU - Gabarrus, Albert

AU - Ferrer, Miquel

AU - Garcia-Vidal, Carolina

AU - Menendez, Rosario

AU - Torres, Antoni

PY - 2023/1

Y1 - 2023/1

KW - Artificial intelligence

KW - Community-acquired pneumonia

KW - Machine learning

KW - Mortality prediction

KW - Pneumonia

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U2 - 10.1016/j.chest.2022.07.005

DO - 10.1016/j.chest.2022.07.005

M3 - Original Article

C2 - 35850287

SN - 0012-3692

VL - 163

SP - 77

EP - 88

JO - Chest

JF - Chest

IS - 1

ER -

Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia Development and Validation Study

Keywords

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