Publication: Automated Home Oxygen Delivery for Patients with COPD and Respiratory Failure: A New Approach
dc.contributor.author | Sanchez-Morillo, Daniel | |
dc.contributor.author | Muñoz-Zara, Pilar | |
dc.contributor.author | Lara-Doña, Alejandro | |
dc.contributor.author | Leon-Jimenez, Antonio | |
dc.contributor.authoraffiliation | [Sanchez-Morillo,D; Muñoz-Zara,P; Lara-Doña,A; Leon-Jimenez,A] Biomedical Research and Innovation Institute of Cadiz (INiBICA), Cadiz, Spain. [Sanchez-Morillo,D; Lara-Doña,A] Biomedical Engineering and Telemedicine Research Group, Department of Automation Engineering, Electronics and Computer Architecture and Networks, University of Cadiz, Puerto Real, Cadiz, Spain. [Muñoz-Zara,P; Leon-Jimenez,A] Pulmonology, Allergy and Thoracic Surgery Unit, Puerta del Mar University Hospital, Cadiz, Spain. | |
dc.contributor.funder | This research was funded by grants from“Consejería de Salud y Familias de la Junta de Andalucía” and “Iniciativa Territorial Integrada [ITI] 2014-2020 para la provincia de Cádiz” (PI-0006-2017); and by “Consejería de Salud y Familias de la Junta de Andalucía” (PIN-0053-2017). | |
dc.date.accessioned | 2022-10-20T06:33:20Z | |
dc.date.available | 2022-10-20T06:33:20Z | |
dc.date.issued | 2020-02-20 | |
dc.description.abstract | Long-term oxygen therapy (LTOT) has become standard care for the treatment of patients with chronic obstructive pulmonary disease (COPD) and other severe hypoxemic lung diseases. The use of new portable O2 concentrators (POC) in LTOT is being expanded. However, the issue of oxygen titration is not always properly addressed, since POCs rely on proper use by patients. The robustness of algorithms and the limited reliability of current oximetry sensors are hindering the effectiveness of new approaches to closed-loop POCs based on the feedback of blood oxygen saturation. In this study, a novel intelligent portable oxygen concentrator (iPOC) is described. The presented iPOC is capable of adjusting the O2 flow automatically by real-time classifying the intensity of a patient's physical activity (PA). It was designed with a group of patients with COPD and stable chronic respiratory failure. The technical pilot test showed a weighted accuracy of 91.1% in updating the O2 flow automatically according to medical prescriptions, and a general improvement in oxygenation compared to conventional POCs. In addition, the usability achieved was high, which indicated a significant degree of user satisfaction. This iPOC may have important benefits, including improved oxygenation, increased compliance with therapy recommendations, and the promotion of PA. | es_ES |
dc.description.version | Yes | es_ES |
dc.identifier.citation | Sanchez-Morillo D, Muñoz-Zara P, Lara-Doña A, Leon-Jimenez A. Automated Home Oxygen Delivery for Patients with COPD and Respiratory Failure: A New Approach. Sensors. 2020 Feb 20;20(4):1178 | es_ES |
dc.identifier.doi | 10.3390/s20041178 | es_ES |
dc.identifier.essn | 1424-8220 | |
dc.identifier.pmc | PMC7070269 | |
dc.identifier.pmid | 32093418 | es_ES |
dc.identifier.uri | http://hdl.handle.net/10668/4266 | |
dc.journal.title | Sensors | |
dc.language.iso | en | |
dc.page.number | 23 p. | |
dc.publisher | MDPI | es_ES |
dc.relation.publisherversion | https://www.mdpi.com/1424-8220/20/4/1178/htm | es_ES |
dc.rights | Atribución 4.0 Internacional | * |
dc.rights.accessRights | open access | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
dc.subject | COPD | es_ES |
dc.subject | Oxygen concentrator | es_ES |
dc.subject | Oxygen therapy | es_ES |
dc.subject | Automatic oxygen concentrator | es_ES |
dc.subject | Physical activity | es_ES |
dc.subject | Machine learning | es_ES |
dc.subject | Respiratory medicine | es_ES |
dc.subject | Portable oxygen concentrator | es_ES |
dc.subject | Oxygen delivery | es_ES |
dc.subject | Pulmonary disease, chronic obstructive | es_ES |
dc.subject | Ejercicio físico | es_ES |
dc.subject | Aprendizaje automático | es_ES |
dc.subject | Neumología | es_ES |
dc.subject | Enfermedad pulmonar obstructiva crónica | es_ES |
dc.subject.mesh | Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Algorithms | es_ES |
dc.subject.mesh | Medical Subject Headings::Check Tags::Female | es_ES |
dc.subject.mesh | Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans | es_ES |
dc.subject.mesh | Medical Subject Headings::Check Tags::Male | es_ES |
dc.subject.mesh | Medical Subject Headings::Chemicals and Drugs::Inorganic Chemicals::Elements::Chalcogens::Oxygen | es_ES |
dc.subject.mesh | Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Respiratory Therapy::Oxygen Inhalation Therapy | es_ES |
dc.subject.mesh | Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases::Lung Diseases, Obstructive::Pulmonary Disease, Chronic Obstructive | es_ES |
dc.subject.mesh | Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Research Design::Reproducibility of Results | es_ES |
dc.subject.mesh | Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Clinical Laboratory Techniques::Clinical Chemistry Tests::Blood Chemical Analysis::Blood Gas Analysis::Oximetry | es_ES |
dc.subject.mesh | Medical Subject Headings::Anthropology, Education, Sociology and Social Phenomena::Human Activities::Exercise | es_ES |
dc.subject.mesh | Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Algorithms | es_ES |
dc.subject.mesh | Medical Subject Headings::Diseases::Respiratory Tract Diseases::Respiration Disorders::Respiratory Insufficiency | es_ES |
dc.subject.mesh | Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases | es_ES |
dc.title | Automated Home Oxygen Delivery for Patients with COPD and Respiratory Failure: A New Approach | es_ES |
dc.type | research article | |
dc.type.hasVersion | VoR | |
dspace.entity.type | Publication |
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