Using machine learning to predict deterioration of symptoms in COPD patients within a telemonitoring program

Authors: Javier Moraza, Cristóbal Esteban-Aizpiri, Amaia Aramburu, Pedro García, Fernando Sancho, Sergio Resino, Leyre Chasco, Francisco José Conde, José Antonio Gutiérrez, Dabi Santano, Cristóbal Esteban

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-12 (2025)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/39d173842dc5422a8db178ce421e10ab

Global mortality and readmission rates following COPD exacerbation-related hospitalisation: a meta-analysis of 65 945 individual patients

Authors: Kiki Waeijen-Smit, Mieke Crutsen, Spencer Keene, Marc Miravitlles, Ernesto Crisafulli, Antoni Torres, Christian Mueller, Philipp Schuetz, Thomas J. Ringbæk, Fabio Fabbian, Evgeni Mekov, Timothy H. Harries, Chung-tat Lun, Begum Ergan, Cristóbal Esteban, Jose M. Quintana Lopez, José Luis López-Campos, Catherina L. Chang, Robert J. Hancox, Eskandarain Shafuddin, Hollie Ellis, Christer Janson, Charlotte Suppli Ulrik, Gunnar Gudmundsson, Danny Epstein, José Dominguez, Alicia Lacoma, Christian Osadnik, Inmaculada Alia, Francesco Spannella, Zuhal Karakurt, Hossein Mehravaran, Cecile Utens, Martijn D. de Kruif, Fanny Wai San Ko, Samuel P. Trethewey, Alice M. Turner, Dragos Bumbacea, Patrick B. Murphy, Kristina Vermeersch, Shani Zilberman-Itskovich, John Steer, Carlos Echevarria, Stephen C. Bourke, Nicholas Lane, Jordi de Batlle, Roy T.M. Sprooten, Richard Russell, Paola Faverio, Jane L. Cross, Hendrik J. Prins, Martijn A. Spruit, Sami O. Simons, Sarah Houben-Wilke, Frits M.E. Franssen

Source: ERJ Open Research, Vol 10, Iss 1 (2024)

Subject Terms: Medicine

File Description: electronic resource

Relation: http://openres.ersjournals.com/content/10/1/00838-2023.full; https://doaj.org/toc/2312-0541

Access URL: https://doaj.org/article/2763c247e8854f14886e52feacabb512

Influence of physical activity on the prognosis of COPD patients: the HADO.2 score – health, activity, dyspnoea and obstruction

Authors: Cristóbal Esteban, Nere Aguirre, Amaia Aramburu, Javier Moraza, Leyre Chasco, Myriam Aburto, Susana Aizpiri, Rafael Golpe, José M. Quintana

Source: ERJ Open Research, Vol 10, Iss 1 (2024)

Subject Terms: Medicine

File Description: electronic resource

Relation: http://openres.ersjournals.com/content/10/1/00488-2023.full; https://doaj.org/toc/2312-0541

Access URL: https://doaj.org/article/aca8788565584ed6abf9d2959a401182

Evaluation of the multimorbidity network and its relationship with clinical phenotypes in chronic obstructive pulmonary disease: The GALAXIA study

Authors: Juan Marco Figueira‐Gonçalves, Rafael Golpe, Cristóbal Esteban, Miguel Ángel García‐Bello, Nagore Blanco‐Cid, Amaia Aramburu, Ignacio García‐Talavera, María Dolores Martín‐Martínez, Adrian Baeza‐Ruiz, Andrea Expósito‐Marrero

Source: The Clinical Respiratory Journal, Vol 16, Iss 7, Pp 504-512 (2022)

Subject Terms: chronic bronchitis, comorbidities, COPD, exacerbation, network, phenotype, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: https://doaj.org/toc/1752-6981; https://doaj.org/toc/1752-699X

Access URL: https://doaj.org/article/0338daca51164b22b85b2e82ee0a71bb

Predictive factors over time of health-related quality of life in COPD patients

Authors: Cristóbal Esteban, Inmaculada Arostegui, Amaia Aramburu, Javier Moraza, Josu Najera-Zuloaga, Myriam Aburto, Susana Aizpiri, Leyre Chasco, José M. Quintana

Source: Respiratory Research, Vol 21, Iss 1, Pp 1-11 (2020)

Subject Terms: Pulmonary disease, chronic obstructive, Physical activity, Hospitalizations, Quality of life, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12931-020-01395-z; https://doaj.org/toc/1465-993X

Access URL: https://doaj.org/article/a8af221a81f44e198e8900f37c178946

Changes in health-related quality of life as a marker in the prognosis in COPD patients

Authors: Cristóbal Esteban, Inmaculada Arostegui, Amaia Aramburu, Javier Moraza, Myriam Aburto, Susana Aizpiri, Leyre Chasco, José M. Quintana

Source: ERJ Open Research, Vol 8, Iss 1 (2022)

Subject Terms: Medicine

File Description: electronic resource

Relation: http://openres.ersjournals.com/content/8/1/00181-2021.full; https://doaj.org/toc/2312-0541

Access URL: https://doaj.org/article/c45c180b9bb84d2cbcaa80601f35b02a

Mortality prediction in chronic obstructive pulmonary disease comparing the GOLD 2015 and GOLD 2019 staging: a pooled analysis of individual patient data

Authors: Elena García Castillo, Tamara Alonso Pérez, Julio Ancochea, Maria Teresa Pastor Sanz, Pere Almagro, Pablo Martínez-Camblor, Marc Miravitlles, Mónica Rodríguez-Carballeira, Annie Navarro, Bernd Lamprecht, Ana S. Ramírez-García Luna, Bernhard Kaiser, Inmaculada Alfageme, Ciro Casanova, Cristóbal Esteban, Juan J. Soler-Cataluña, Juan P. de-Torres, Bartolomé R. Celli, Jose M. Marín, Gerben ter Riet, Patricia Sobradillo, Peter Lange, Judith Garcia-Aymerich, Josep M. Anto, Alice M. Turner, MeiLan K. Han, Arnulf Langhammer, Sigrid Anna Aalberg Vikjord, Alice Sternberg, Linda Leivseth, Per Bakke, Ane Johannessen, Toru Oga, Borja G. Cosío, Andrés Echazarreta, Nicolás Roche, Pierre-Régis Burgel, Don D. Sin, Milo A. Puhan, Jose Luis López-Campos, Laura Carrasco, Joan B. Soriano

Source: ERJ Open Research, Vol 6, Iss 4 (2020)

Subject Terms: Medicine

File Description: electronic resource

Relation: http://openres.ersjournals.com/content/6/4/00253-2020.full; https://doaj.org/toc/2312-0541

Access URL: https://doaj.org/article/b5ce86e7a3274c70b88a5a02ddc63e4c

Telehealth and machine learning for COPD patient care

Authors: Cristóbal Esteban, Cristóbal Esteban-Aizpiri, Amaia Aramburu, Francisco Javier Moraza, Fernando Sancho, Maria Dolores Tovar, Begoña Goiria, Urko Aguirre, Myriam Aburto, José María Quintana

Source: International Journal of Integrated Care, Vol 19, Iss 4 (2019)

Subject Terms: copd, machine learning, hospitalizations, early warning system, telehealthcare, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.ijic.org/articles/4974; https://doaj.org/toc/1568-4156

Access URL: https://doaj.org/article/a8656aaabe78432c893f97a83c6f73b2

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

Authors: Beniamino Guerra, Sarah R. Haile, Bernd Lamprecht, Ana S. Ramírez, Pablo Martinez-Camblor, Bernhard Kaiser, Inmaculada Alfageme, Pere Almagro, Ciro Casanova, Cristóbal Esteban-González, Juan J. Soler-Cataluña, Juan P. de-Torres, Marc Miravitlles, Bartolome R. Celli, Jose M. Marin, Gerben ter Riet, Patricia Sobradillo, Peter Lange, Judith Garcia-Aymerich, Josep M. Antó, Alice M. Turner, Meilan K. Han, Arnulf Langhammer, Linda Leivseth, Per Bakke, Ane Johannessen, Toru Oga, Borja Cosio, Julio Ancochea-Bermúdez, Andres Echazarreta, Nicolas Roche, Pierre-Régis Burgel, Don D. Sin, Joan B. Soriano, Milo A. Puhan, for the 3CIA collaboration

Source: BMC Medicine, Vol 16, Iss 1, Pp 1-13 (2018)

Subject Terms: COPD, Prognostic scores, Large-scale external validation, Performance comparison, Network meta-analysis, Medicine

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12916-018-1013-y; https://doaj.org/toc/1741-7015

Access URL: https://doaj.org/article/46b07c81ea594db990f2f084e453e73f

Predictors of one-year mortality after hospitalization for an exacerbation of COPD

Authors: Cristóbal Esteban, Ady Castro-Acosta, Carlos Jose Alvarez-Martínez, Alberto Capelastegui, José Luis López-Campos, Francisco Pozo-Rodriguez

Source: BMC Pulmonary Medicine, Vol 18, Iss 1, Pp 1-10 (2018)

Subject Terms: Pulmonary disease, Chronic obstructive, Hospitalization, Mortality, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12890-018-0574-z; https://doaj.org/toc/1471-2466

Access URL: https://doaj.org/article/b31efac87b6946daadcdbdb6e9788282

A proposal for the withdrawal of inhaled corticosteroids in the clinical practice of chronic obstructive pulmonary disease

Authors: Marc Miravitlles, Borja G. Cosío, Aurelio Arnedillo, Myriam Calle, Bernardino Alcázar-Navarrete, Cruz González, Cristóbal Esteban, Juan Antonio Trigueros, José Miguel Rodríguez González-Moro, José Antonio Quintano Jiménez, Adolfo Baloira

Source: Respiratory Research, Vol 18, Iss 1, Pp 1-11 (2017)

Subject Terms: Algorithm, Chronic obstructive pulmonary disease, Exacerbations, Inhaled corticosteroids, Lung function, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12931-017-0682-y; https://doaj.org/toc/1465-993X

Access URL: https://doaj.org/article/1511f37dfdbf431987802b698105dad0

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

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

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory, Statistics - Applications

Access URL: http://arxiv.org/abs/2401.05839

Satisfacción de los usuarios de 4 hospitales del Servicio Vasco de Salud Patient satisfaction in four hospitals of the Basque Health Service

Authors: Nerea González, José M. Quintana, Amaia Bilbao, Cristóbal Esteban, José Antonio San Sebastián, Emilio de la Sierra, Felipe Aizpuru, Antonio Escobar

Source: Gaceta Sanitaria, Vol 22, Iss 3, Pp 210-217 (2008)

Subject Terms: Satisfacción de los pacientes, Hospitales, Gestión de la calidad, Patient satisfaction, Hospitals, Quality management, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: http://scielo.isciii.es/scielo.php?script=sci_arttext&pid=S0213-91112008000300006; https://doaj.org/toc/0213-9111

Access URL: https://doaj.org/article/f42e8b87339d4880973ac3ca4380a7dc

Chronic Obstructive Pulmonary Disease Subtypes. Transitions over Time.

Authors: Cristóbal Esteban, Inmaculada Arostegui, Myriam Aburto, Javier Moraza, José M Quintana, Amaia García-Loizaga, Luis V Basualdo, Amaia Aramburu, Susana Aizpiri, Ane Uranga, Alberto Capelastegui

Source: PLoS ONE, Vol 11, Iss 9, p e0161710 (2016)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC5017635?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/4c1b8da4fdd54b86948592e00aff63b3

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Influencia de los ítems respiratorios del COPD Assessment Test (CAT) en la decisión de ingreso de las agudizaciones de enfermedad pulmonar obstructiva crónica (EPOC) atendidos en urgencias hospitalarias. (Spanish)

Alternate Title: Influence of the COPD Assessment Test respiratory item score on the decision to hospitalize patients with disease exacerbation in a hospital emergency department. (English)

Authors: Pulido Herrero, Esther, Villanueva Etxebarria, Ane, Aramburu Ojembarrena, Amaia, Piñera Salmerón, Pascual, Quintana López, José María, González, Cristóbal Esteban, Gallardo Rebollal, María Soledad, Amigo Angulo, Juana María, Urrutikoetxea Etxebarria, Saioa, Ibarrola Luengas, Iraitz, Armentia Bardeci, Jesús María, García Gutiérrez, Susana

Source: Emergencias; abr2022, Vol. 34 Issue 2, p95-102, 8p

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

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

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

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/b62cc0ab553c497abbabc6d1c4622315

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

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

Source: Scientific Reports, Vol 12, Iss 1, Pp 1-1 (2022)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/feef314d3b724dd59016794a3790d41e

Development and validation of an in-patient satisfaction questionnaire.

Authors: Nerea González, Jose M. Quintana, Amaia Bilbao, Antonio Escobar, Felipe Aizpuru, Andrew Thompson, Cristóbal Esteban, Jose Antonio San Sebastián, Emilio de la Sierra

Source: International Journal for Quality in Health Care; Dec2005, Vol. 17 Issue 6, p465-472, 8p

Síndrome confusional como manifestación principal en la neumonía por Coxiella burnetti

Alternate Title: Confusional Syndrome as The Main Sign in Pneumonia Due to Coxiella burnetti (English)

Authors: Uranga Echeverría, Ane, González, Cristóbal Esteban, Cortina, Inés Escalza

Source: In Archivos de Bronconeumologia 2011 47(2):109-109