{"id":"https://openalex.org/W4403699243","doi":"https://doi.org/10.1007/s13755-024-00308-4","title":"Machine learning approach to flare-up detection and clustering in chronic obstructive pulmonary disease (COPD) patients","display_name":"Machine learning approach to flare-up detection and clustering in chronic obstructive pulmonary disease (COPD) patients","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403699243","doi":"https://doi.org/10.1007/s13755-024-00308-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/39464698"},"language":"en","primary_location":{"id":"doi:10.1007/s13755-024-00308-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-024-00308-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11499475/pdf/13755_2024_Article_308.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054579260","display_name":"R. Rueda","orcid":"https://orcid.org/0000-0001-6511-9991"},"institutions":[{"id":"https://openalex.org/I4210117643","display_name":"Treelogic (Spain)","ror":"https://ror.org/02p8pw781","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210117643"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ram\u00f3n Rueda","raw_affiliation_strings":["Tree Technology, Asturias, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6511-9991","affiliations":[{"raw_affiliation_string":"Tree Technology, Asturias, Spain","institution_ids":["https://openalex.org/I4210117643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098940841","display_name":"Esteban Fabello","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117643","display_name":"Treelogic (Spain)","ror":"https://ror.org/02p8pw781","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210117643"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Esteban Fabello","raw_affiliation_strings":["Tree Technology, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tree Technology, Asturias, Spain","institution_ids":["https://openalex.org/I4210117643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102004559","display_name":"Tatiana Silva","orcid":"https://orcid.org/0000-0001-7059-4439"},"institutions":[{"id":"https://openalex.org/I4210117643","display_name":"Treelogic (Spain)","ror":"https://ror.org/02p8pw781","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210117643"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tatiana Silva","raw_affiliation_strings":["Tree Technology, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tree Technology, Asturias, Spain","institution_ids":["https://openalex.org/I4210117643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009237126","display_name":"Samuel Genzor","orcid":"https://orcid.org/0000-0002-6730-5832"},"institutions":[{"id":"https://openalex.org/I4210107161","display_name":"University Hospital Olomouc","ror":"https://ror.org/01jxtne23","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210107161"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Samuel Genzor","raw_affiliation_strings":["Department of Pulmonary Diseases and Tuberculosis, University Hospital Olomouc, Zdravotn\u00edk\u016f 248/7, 77900 Olomuc, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary Diseases and Tuberculosis, University Hospital Olomouc, Zdravotn\u00edk\u016f 248/7, 77900 Olomuc, Czech Republic","institution_ids":["https://openalex.org/I4210107161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018421551","display_name":"Jan Mizera","orcid":"https://orcid.org/0000-0002-8952-4243"},"institutions":[{"id":"https://openalex.org/I4210107161","display_name":"University Hospital Olomouc","ror":"https://ror.org/01jxtne23","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210107161"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Mizera","raw_affiliation_strings":["Department of Pulmonary Diseases and Tuberculosis, University Hospital Olomouc, Zdravotn\u00edk\u016f 248/7, 77900 Olomuc, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pulmonary Diseases and Tuberculosis, University Hospital Olomouc, Zdravotn\u00edk\u016f 248/7, 77900 Olomuc, Czech Republic","institution_ids":["https://openalex.org/I4210107161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048888894","display_name":"Ladislav Stanke","orcid":"https://orcid.org/0000-0002-1886-5219"},"institutions":[{"id":"https://openalex.org/I4210107161","display_name":"University Hospital Olomouc","ror":"https://ror.org/01jxtne23","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210107161"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Stanke","raw_affiliation_strings":["Czech National e-Health Center, University Hospital Olomouc, Olomuc, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech National e-Health Center, University Hospital Olomouc, Olomuc, Czech Republic","institution_ids":["https://openalex.org/I4210107161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054579260"],"corresponding_institution_ids":["https://openalex.org/I4210117643"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.7822,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75673715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"50","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.7315999865531921,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.7315999865531921,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.02850000001490116,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.023600000888109207,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.88338303565979},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.821360170841217},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.684033215045929},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6300985217094421},{"id":"https://openalex.org/keywords/flare","display_name":"Flare","score":0.5343799591064453},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4994027614593506},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.47220784425735474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39167630672454834},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.33866533637046814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29287630319595337},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12507715821266174},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.05725303292274475}],"concepts":[{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.88338303565979},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.821360170841217},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.684033215045929},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6300985217094421},{"id":"https://openalex.org/C2779588948","wikidata":"https://www.wikidata.org/wiki/Q628261","display_name":"Flare","level":2,"score":0.5343799591064453},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4994027614593506},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.47220784425735474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39167630672454834},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.33866533637046814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29287630319595337},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12507715821266174},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.05725303292274475}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13755-024-00308-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-024-00308-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},{"id":"pmid:39464698","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39464698","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health information science and systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11499475","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11499475/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11499475/pdf/13755_2024_Article_308.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11499475","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11499475/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11499475/pdf/13755_2024_Article_308.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G7601544843","display_name":null,"funder_award_id":"857159-SHAPES-H2020-SC1-FA-DTS-2018-2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403699243.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1763507289","https://openalex.org/W1972860702","https://openalex.org/W1990517717","https://openalex.org/W1994233698","https://openalex.org/W2002726093","https://openalex.org/W2008056655","https://openalex.org/W2059851411","https://openalex.org/W2107158295","https://openalex.org/W2117840930","https://openalex.org/W2155523882","https://openalex.org/W2272004637","https://openalex.org/W2276439133","https://openalex.org/W2296719434","https://openalex.org/W2555745530","https://openalex.org/W2740924709","https://openalex.org/W2810708119","https://openalex.org/W2914090992","https://openalex.org/W2967655490","https://openalex.org/W3008621705","https://openalex.org/W3011041697","https://openalex.org/W3086552333","https://openalex.org/W3110727497","https://openalex.org/W3133720588","https://openalex.org/W4221119226","https://openalex.org/W4281712849","https://openalex.org/W4366813846","https://openalex.org/W4387971446","https://openalex.org/W4388922522","https://openalex.org/W4389297726","https://openalex.org/W4389577291","https://openalex.org/W4389741885","https://openalex.org/W4389785897"],"related_works":["https://openalex.org/W2326585857","https://openalex.org/W142525846","https://openalex.org/W2312602415","https://openalex.org/W2312864656","https://openalex.org/W2472126364","https://openalex.org/W2320098543","https://openalex.org/W2585009645","https://openalex.org/W2333131755","https://openalex.org/W4401482945","https://openalex.org/W2372297656"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
