Publication: Automated Home Oxygen Delivery for Patients with COPD and Respiratory Failure: A New Approach
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Identifiers
Date
2020-02-20
Authors
Sanchez-Morillo, Daniel
Muñoz-Zara, Pilar
Lara-Doña, Alejandro
Leon-Jimenez, Antonio
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI
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.
Description
MeSH Terms
Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Algorithms
Medical Subject Headings::Check Tags::Female
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Check Tags::Male
Medical Subject Headings::Chemicals and Drugs::Inorganic Chemicals::Elements::Chalcogens::Oxygen
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Respiratory Therapy::Oxygen Inhalation Therapy
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases::Lung Diseases, Obstructive::Pulmonary Disease, Chronic Obstructive
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Research Design::Reproducibility of Results
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
Medical Subject Headings::Anthropology, Education, Sociology and Social Phenomena::Human Activities::Exercise
Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Algorithms
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Respiration Disorders::Respiratory Insufficiency
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases
Medical Subject Headings::Check Tags::Female
Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
Medical Subject Headings::Check Tags::Male
Medical Subject Headings::Chemicals and Drugs::Inorganic Chemicals::Elements::Chalcogens::Oxygen
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Therapeutics::Respiratory Therapy::Oxygen Inhalation Therapy
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases::Lung Diseases, Obstructive::Pulmonary Disease, Chronic Obstructive
Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Research Design::Reproducibility of Results
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
Medical Subject Headings::Anthropology, Education, Sociology and Social Phenomena::Human Activities::Exercise
Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Algorithms
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Respiration Disorders::Respiratory Insufficiency
Medical Subject Headings::Diseases::Respiratory Tract Diseases::Lung Diseases
DeCS Terms
CIE Terms
Keywords
COPD, Oxygen concentrator, Oxygen therapy, Automatic oxygen concentrator, Physical activity, Machine learning, Respiratory medicine, Portable oxygen concentrator, Oxygen delivery, Pulmonary disease, chronic obstructive, Ejercicio físico, Aprendizaje automático, Neumología, Enfermedad pulmonar obstructiva crónica
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