Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19

Autor: Susana Garcia-Gutiérrez, Cristobal Esteban-Aizpiri, Iratxe Lafuente, Irantzu Barrio, Raul Quiros, Jose Maria Quintana, Ane Uranga, COVID-REDISSEC Working Group

Publikováno v: Scientific Reports, Vol 12, Iss 1, Pp 1-11 (2022)

Abstract Despite the publication of great number of tools to aid decisions in COVID-19 patients, there is a lack of good instruments to predict clinical deterioration. COVID19-Osakidetza is a prospective cohort study recruiting COVID-19 patients. We

Externí odkaz: https://doaj.org/article/b62cc0ab553c497abbabc6d1c4622315

Modelling physical activity profiles in COPD patients: a fully functional approach to variable domain functional regression models

Autor: Hernandez-Amaro, Pavel, Durban, Maria, Aguilera-Morillo, M. Carmen, Gonzalez, Cristobal Esteban, Arostegui, Inmaculada

Physical activity plays a significant role in the well-being of individuals with Chronic obstructive Pulmonary Disease (COPD). Specifically, it has been directly associated with changes in hospitalization rates for these patients. However, previous i

Externí odkaz: http://arxiv.org/abs/2401.05839

Finding the best thresholds of FEV1 and dyspnea to predict 5-year survival in COPD patients: the COCOMICS study.

Autor: Pere Almagro, Pablo Martinez-Camblor, Joan B Soriano, Jose M Marin, Inmaculada Alfageme, Ciro Casanova, Cristobal Esteban, Juan J Soler-Cataluña, Juan P de-Torres, Bartolome R Celli, Marc Miravitlles

Publikováno v: PLoS ONE, Vol 9, Iss 2, p e89866 (2014)

BACKGROUND: FEV1 is universally used as a measure of severity in COPD. Current thresholds are based on expert opinion and not on evidence. OBJECTIVES: We aimed to identify the best FEV1 (% predicted) and dyspnea (mMRC) thresholds to predict 5-yr surv

Externí odkaz: https://doaj.org/article/e41a8a074e82469788ff6e45227bd2ca

Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes

Autor: Josu Najera-Zuloaga, Dae-Jin Lee, Cristobal Esteban, Inmaculada Arostegui

Publikováno v: Statistical Modelling. :1471082X2311513

Patient-reported outcomes (PROs) are often used as primary outcomes in clinical research studies. PROs are usually measured in ordinal scales and they tend to have excess variability beyond the binomial distribution, a property called overdispersion.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b7034c7cc6ad285e61169f4ce65a79e9
https://doi.org/10.1177/1471082x231151311

The Effect of Incidental Consolidation on Management and Outcomes in COPD Exacerbations: Data from the European COPD Audit

Autor: MEHMET POLATLI, Vasileios Kouranos, Manuel Angel Villanueva, Maciej Ciebiada, José Luis López-Campos Bodineau, CRISTOBAL ESTEBAN, Aarash Saleh, Parthiban Nadarajan, EYLEM SERCAN OZGUR, Cristina Represas-Represas, DOLORES CORBACHO, Christopher Roberts, Antonio López-Quílez, William MacNee, Wim Janssens, Martin Brutsche, Sibel Naycı, Inmaculada Alfageme, Sebastian Majewski, Bernardino Alcázar-Navarrete, Nawar Diar Bakerly, Sergi Pascual-Guardia, Fotis Perlikos, Małgorzata Czajkowska-Malinowska, Carlos Cenjor Español, ERDOGAN ÇETINKAYA, Georgios Kaltsakas, Eddie Moloney, Otmar Schindler, ALBERTO FERNANDEZ-VILLAR, Ady Angelica Castro-Acosta, Otto Burghuber, Mina Gaga, Daiana Stolz, Silke Ryan, Lourdes Cañón-Barroso, Luis Borderias

Publikováno v: Recercat: Dipósit de la Recerca de Catalunya
Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
PLoS ONE, Vol 10, Iss 7, p e0134004 (2015)
Recercat. Dipósit de la Recerca de Catalunya
instname
Dipòsit Digital de la UB
Universidad de Barcelona
Dipòsit Digital de Documents de la UAB
Universitat Autònoma de Barcelona
Saleh, Aarash; López-Campos, José Luis; Hartl, Sylvia; Pozo-Rodríguez, Francisco; Roberts, C Michael; Geiser, Thomas; European COPD Audit team, (2015). The Effect of Incidental Consolidation on Management and Outcomes in COPD Exacerbations: Data from the European COPD Audit. PLoS ONE, 10(7), e0134004. Public Library of Science 10.1371/journal.pone.0134004
Repositorio Institucional de la Consejería de Sanidad de la Comunidad de Madrid
Consejería de Sanidad de la Comunidad de Madrid
PLoS ONE

Objective There is controversy regarding the significance of radiological consolidation in the context of COPD exacerbation (eCOPD). While some studies into eCOPD exclude these cases, consolidation is a common feature of eCOPD admissions in real prac

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49a492bf28cd8026fa5bf64e1b47990d
http://hdl.handle.net/2072/411500