A multi-state model for the prognosis of non-mild acute pancreatitis

Motivated by data from an observational, prospective study of 286 patients with non-mild acute pancreatitis (AP) who entered the Intensive Care Unit (ICU) of the Donostia University Hospital between 2001 and mid-2017, we propose a multi-state modeling approach to describe the evolution of patients w...

Descripción completa

Detalles Bibliográficos
Autor: Zumeta Olaskoaga, Lore
Tipo de recurso: tesis de maestría
Fecha de publicación:2018
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/118844
Acceso en línea:https://hdl.handle.net/2117/118844
Access Level:acceso abierto
Palabra clave:Survival analysis (Biometry)
Multi-state model
Prognosis
Acute pancreatitis
Survival analysis.
Anàlisi de supervivència (Biometria)
Classificació AMS::62 Statistics::62N Survival analysis and censored data
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
id ES_d979d4eecb0f5df159c5a318afef21e9
oai_identifier_str oai:upcommons.upc.edu:2117/118844
network_acronym_str ES
network_name_str España
repository_id_str
spelling A multi-state model for the prognosis of non-mild acute pancreatitisZumeta Olaskoaga, LoreSurvival analysis (Biometry)Multi-state modelPrognosisAcute pancreatitisSurvival analysis.Anàlisi de supervivència (Biometria)Classificació AMS::62 Statistics::62N Survival analysis and censored dataÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàticaMotivated by data from an observational, prospective study of 286 patients with non-mild acute pancreatitis (AP) who entered the Intensive Care Unit (ICU) of the Donostia University Hospital between 2001 and mid-2017, we propose a multi-state modeling approach to describe the evolution of patients with acute pancreatitis and at least one organ failure or local complications. An extension of the illness-death model is used allowing to take into account the disease-related events of interest, that is, entry to ICU, discharge from ICU and death due to acute pancreatitis. To this end, the present study describes the course of AP patients and evaluates the effect of different prognostic factors on the multiple disease-related events.Universitat Politècnica de CatalunyaGómez Melis, GuadalupeZubia Olaskoaga, Felix20182018-06-0120182018-07-02master thesishttp://purl.org/coar/resource_type/c_bdccNAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/masterThesisapplication/pdfhttps://hdl.handle.net/2117/118844reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2http://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1188442026-05-27T15:37:01Z
dc.title.none.fl_str_mv A multi-state model for the prognosis of non-mild acute pancreatitis
title A multi-state model for the prognosis of non-mild acute pancreatitis
spellingShingle A multi-state model for the prognosis of non-mild acute pancreatitis
Zumeta Olaskoaga, Lore
Survival analysis (Biometry)
Multi-state model
Prognosis
Acute pancreatitis
Survival analysis.
Anàlisi de supervivència (Biometria)
Classificació AMS::62 Statistics::62N Survival analysis and censored data
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
title_short A multi-state model for the prognosis of non-mild acute pancreatitis
title_full A multi-state model for the prognosis of non-mild acute pancreatitis
title_fullStr A multi-state model for the prognosis of non-mild acute pancreatitis
title_full_unstemmed A multi-state model for the prognosis of non-mild acute pancreatitis
title_sort A multi-state model for the prognosis of non-mild acute pancreatitis
dc.creator.none.fl_str_mv Zumeta Olaskoaga, Lore
author Zumeta Olaskoaga, Lore
author_facet Zumeta Olaskoaga, Lore
author_role author
dc.contributor.none.fl_str_mv Gómez Melis, Guadalupe
Zubia Olaskoaga, Felix
dc.subject.none.fl_str_mv Survival analysis (Biometry)
Multi-state model
Prognosis
Acute pancreatitis
Survival analysis.
Anàlisi de supervivència (Biometria)
Classificació AMS::62 Statistics::62N Survival analysis and censored data
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
topic Survival analysis (Biometry)
Multi-state model
Prognosis
Acute pancreatitis
Survival analysis.
Anàlisi de supervivència (Biometria)
Classificació AMS::62 Statistics::62N Survival analysis and censored data
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
description Motivated by data from an observational, prospective study of 286 patients with non-mild acute pancreatitis (AP) who entered the Intensive Care Unit (ICU) of the Donostia University Hospital between 2001 and mid-2017, we propose a multi-state modeling approach to describe the evolution of patients with acute pancreatitis and at least one organ failure or local complications. An extension of the illness-death model is used allowing to take into account the disease-related events of interest, that is, entry to ICU, discharge from ICU and death due to acute pancreatitis. To this end, the present study describes the course of AP patients and evaluates the effect of different prognostic factors on the multiple disease-related events.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-06-01
2018
2018-07-02
dc.type.none.fl_str_mv master thesis
http://purl.org/coar/resource_type/c_bdcc
NA
http://purl.org/coar/version/c_be7fb7dd8ff6fe43
dc.type.openaire.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/118844
url https://hdl.handle.net/2117/118844
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2

http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universitat Politècnica de Catalunya
publisher.none.fl_str_mv Universitat Politècnica de Catalunya
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869421390637039616
score 15,300719

Similares en LA Referencia