Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

Benjamin Gravesteijn; Daan Nieboer; A Ercole; Hester Lingsma; D Nelson; BJ Calster; Ewout Steyerberg

doi:10.1016/j.jclinepi.2020.03.005

Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

Benjamin Gravesteijn
, Daan Nieboer
, A Ercole
, Hester Lingsma
, D Nelson
, BJ Calster
, Ewout Steyerberg

Public Health

External organisation

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

149 Citations (Scopus)

57 Downloads (Pure)

Original language	English
Pages (from-to)	95-107
Number of pages	13
Journal	Journal of Clinical Epidemiology
Volume	122
DOIs	https://doi.org/10.1016/j.jclinepi.2020.03.005
Publication status	Published - 2020

Research programs

EMC NIHES-02-65-01

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10.1016/j.jclinepi.2020.03.005

Repub_126109_O-A.pdfFinal published version, 552 KB

http://hdl.handle.net/1765/126109

Cite this

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title = "Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury",

author = "Benjamin Gravesteijn and Daan Nieboer and A Ercole and Hester Lingsma and D Nelson and BJ Calster and Ewout Steyerberg",

year = "2020",

doi = "10.1016/j.jclinepi.2020.03.005",

language = "English",

volume = "122",

pages = "95--107",

journal = "Journal of Clinical Epidemiology",

issn = "0895-4356",

publisher = "Elsevier Inc.",

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T1 - Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

AU - Gravesteijn, Benjamin

AU - Nieboer, Daan

AU - Ercole, A

AU - Lingsma, Hester

AU - Nelson, D

AU - Calster, BJ

AU - Steyerberg, Ewout

PY - 2020

Y1 - 2020

U2 - 10.1016/j.jclinepi.2020.03.005

DO - 10.1016/j.jclinepi.2020.03.005

M3 - Article

C2 - 32201256

SN - 0895-4356

VL - 122

SP - 95

EP - 107

JO - Journal of Clinical Epidemiology

JF - Journal of Clinical Epidemiology

ER -