Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease

Beniamino Guerra; Sarah R. Haile; Bernd Lamprecht; Ana S. Ramirez; Pablo Martinez-Camblor; Bernhard Kaiser; Inmaculada Alfageme; Pere Almagro; Ciro Casanova; Cristobal Esteban-Gonzalez; Juan J. Soler-Cataluna; Juan P. de-Torres; Marc Miravitlles; Bartolome R. Celli; Jose M. Marin; Gerben ter Riet; Patricia Sobradillo; Peter Lange; Judith Garcia-Aymerich; Josep M. Anto; Alice M. Turner; Meilan K. Han; Arnulf Langhammer; Linda Leivseth; Per Bakke; Ane Johannessen; Toru Oga; Borja Cosio; Julio Ancochea-Bermudez; Andres Echazarreta; Nicolas Roche; Pierre-Regis Burgel; Don D. Sin; Joan B. Soriano; Milo A. Puhan

doi:10.1186/s12916-018-1013-y

Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease

Beniamino Guerra, Sarah R. Haile, Bernd Lamprecht, Ana S. Ramirez, Pablo Martinez-Camblor, Bernhard Kaiser, Inmaculada Alfageme, Pere Almagro, Ciro Casanova, Cristobal Esteban-Gonzalez, Juan J. Soler-Cataluna, Juan P. de-Torres, Marc Miravitlles, Bartolome R. Celli, Jose M. Marin, Gerben ter Riet, Patricia Sobradillo, Peter Lange, Judith Garcia-Aymerich, Josep M. AntoAlice M. Turner, Meilan K. Han, Arnulf Langhammer, Linda Leivseth, Per Bakke, Ane Johannessen, Toru Oga, Borja Cosio, Julio Ancochea-Bermudez, Andres Echazarreta, Nicolas Roche, Pierre-Regis Burgel, Don D. Sin, Joan B. Soriano, Milo A. Puhan

Section of Social Medicine

9 Citations (Scopus)

42 Downloads (Pure)

Original language	English
Article number	33
Journal	BMC Medicine
Volume	16
Number of pages	13
ISSN	1741-7015
DOIs	https://doi.org/10.1186/s12916-018-1013-y
Publication status	Published - 2 Mar 2018

Keywords

COPD
Prognostic scores
Large-scale external validation
Performance comparison
Network meta-analysis

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1186/s12916-018-1013-yLicence: CC BY

Large-scale external validation and comparison of prognostic models - an application to chronic obstructive pulmonary diseaseFinal published version, 936 KBLicence: CC BY

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Guerra, B., Haile, S. R., Lamprecht, B., Ramirez, A. S., Martinez-Camblor, P., Kaiser, B., Alfageme, I., Almagro, P., Casanova, C., Esteban-Gonzalez, C., Soler-Cataluna, J. J., de-Torres, J. P., Miravitlles, M., Celli, B. R., Marin, J. M., ter Riet, G., Sobradillo, P., Lange, P., Garcia-Aymerich, J., ... Puhan, M. A. (2018). Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease. BMC Medicine, 16, Article 33. https://doi.org/10.1186/s12916-018-1013-y

Guerra, B, Haile, SR, Lamprecht, B, Ramirez, AS, Martinez-Camblor, P, Kaiser, B, Alfageme, I, Almagro, P, Casanova, C, Esteban-Gonzalez, C, Soler-Cataluna, JJ, de-Torres, JP, Miravitlles, M, Celli, BR, Marin, JM, ter Riet, G, Sobradillo, P, Lange, P, Garcia-Aymerich, J, Anto, JM, Turner, AM, Han, MK, Langhammer, A, Leivseth, L, Bakke, P, Johannessen, A, Oga, T, Cosio, B, Ancochea-Bermudez, J, Echazarreta, A, Roche, N, Burgel, P-R, Sin, DD, Soriano, JB & Puhan, MA 2018, 'Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease', BMC Medicine, vol. 16, 33. https://doi.org/10.1186/s12916-018-1013-y

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title = "Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease",

keywords = "COPD, Prognostic scores, Large-scale external validation, Performance comparison, Network meta-analysis",

author = "Beniamino Guerra and Haile, {Sarah R.} and Bernd Lamprecht and Ramirez, {Ana S.} and Pablo Martinez-Camblor and Bernhard Kaiser and Inmaculada Alfageme and Pere Almagro and Ciro Casanova and Cristobal Esteban-Gonzalez and Soler-Cataluna, {Juan J.} and de-Torres, {Juan P.} and Marc Miravitlles and Celli, {Bartolome R.} and Marin, {Jose M.} and {ter Riet}, Gerben and Patricia Sobradillo and Peter Lange and Judith Garcia-Aymerich and Anto, {Josep M.} and Turner, {Alice M.} and Han, {Meilan K.} and Arnulf Langhammer and Linda Leivseth and Per Bakke and Ane Johannessen and Toru Oga and Borja Cosio and Julio Ancochea-Bermudez and Andres Echazarreta and Nicolas Roche and Pierre-Regis Burgel and Sin, {Don D.} and Soriano, {Joan B.} and Puhan, {Milo A.}",

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month = mar,

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doi = "10.1186/s12916-018-1013-y",

language = "English",

volume = "16",

journal = "BMC Medicine",

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TY - JOUR

T1 - Large-scale external validation and comparison of prognostic models

T2 - an application to chronic obstructive pulmonary disease

AU - Guerra, Beniamino

AU - Haile, Sarah R.

AU - Lamprecht, Bernd

AU - Ramirez, Ana S.

AU - Martinez-Camblor, Pablo

AU - Kaiser, Bernhard

AU - Alfageme, Inmaculada

AU - Almagro, Pere

AU - Casanova, Ciro

AU - Esteban-Gonzalez, Cristobal

AU - Soler-Cataluna, Juan J.

AU - de-Torres, Juan P.

AU - Miravitlles, Marc

AU - Celli, Bartolome R.

AU - Marin, Jose M.

AU - ter Riet, Gerben

AU - Sobradillo, Patricia

AU - Lange, Peter

AU - Garcia-Aymerich, Judith

AU - Anto, Josep M.

AU - Turner, Alice M.

AU - Han, Meilan K.

AU - Langhammer, Arnulf

AU - Leivseth, Linda

AU - Bakke, Per

AU - Johannessen, Ane

AU - Oga, Toru

AU - Cosio, Borja

AU - Ancochea-Bermudez, Julio

AU - Echazarreta, Andres

AU - Roche, Nicolas

AU - Burgel, Pierre-Regis

AU - Sin, Don D.

AU - Soriano, Joan B.

AU - Puhan, Milo A.

PY - 2018/3/2

Y1 - 2018/3/2

KW - COPD

KW - Prognostic scores

KW - Large-scale external validation

KW - Performance comparison

KW - Network meta-analysis

U2 - 10.1186/s12916-018-1013-y

DO - 10.1186/s12916-018-1013-y

M3 - Journal article

C2 - 29495970

SN - 1741-7015

VL - 16

JO - BMC Medicine

JF - BMC Medicine

M1 - 33

ER -

Large-scale external validation and comparison of prognostic models: an application to chronic obstructive pulmonary disease

Keywords

UN SDGs

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