{"id":"https://openalex.org/W4411093377","doi":"https://doi.org/10.3389/fdgth.2025.1573342","title":"AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes","display_name":"AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes","publication_year":2025,"publication_date":"2025-06-06","ids":{"openalex":"https://openalex.org/W4411093377","doi":"https://doi.org/10.3389/fdgth.2025.1573342","pmid":"https://pubmed.ncbi.nlm.nih.gov/40547052"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1573342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1573342","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1573342/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1573342/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044794135","display_name":"M. Atzeni","orcid":"https://orcid.org/0000-0002-3208-3336"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Atzeni","raw_affiliation_strings":["Department of Information Engineering (DEI), University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering (DEI), University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083396199","display_name":"Luca Cossu","orcid":"https://orcid.org/0000-0002-8804-0722"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Cossu","raw_affiliation_strings":["Department of Information Engineering (DEI), University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering (DEI), University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117854442","display_name":"Sergio Gaiotti","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Gaiotti","raw_affiliation_strings":["Department of Information Engineering (DEI), University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering (DEI), University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010489564","display_name":"Giacomo Cappon","orcid":"https://orcid.org/0000-0003-4358-9268"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Cappon","raw_affiliation_strings":["Department of Information Engineering (DEI), University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering (DEI), University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090808372","display_name":"Mariaenrica Tin\u00e8","orcid":"https://orcid.org/0000-0002-3094-5721"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariaenrica Tin\u00e8","raw_affiliation_strings":["Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116586288","display_name":"Daniele Previtero","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Previtero","raw_affiliation_strings":["Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044581225","display_name":"Ylenia Padrin","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ylenia Padrin","raw_affiliation_strings":["Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007369928","display_name":"Simonetta Baraldo","orcid":"https://orcid.org/0000-0001-8923-7511"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simonetta Baraldo","raw_affiliation_strings":["Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059046962","display_name":"Umberto Semenzato","orcid":"https://orcid.org/0000-0002-6739-8629"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Semenzato","raw_affiliation_strings":["Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024366949","display_name":"Martina Vettoretti","orcid":"https://orcid.org/0000-0002-5020-1818"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Martina Vettoretti","raw_affiliation_strings":["Department of Information Engineering (DEI), University of Padova, Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering (DEI), University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024366949"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":4.442,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94441293,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"1573342","last_page":"1573342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.38199999928474426,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.38199999928474426,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10051","display_name":"Asthma and respiratory diseases","score":0.22470000386238098,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.06599999964237213,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.9035910367965698},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7761848568916321},{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.6180001497268677},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5301414728164673},{"id":"https://openalex.org/keywords/asthma-management","display_name":"Asthma management","score":0.49982428550720215},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4893169105052948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43029510974884033},{"id":"https://openalex.org/keywords/telehealth","display_name":"Telehealth","score":0.42004355788230896},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4123302698135376},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.37149083614349365},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3154298663139343},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2603214979171753},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19139599800109863}],"concepts":[{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.9035910367965698},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7761848568916321},{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.6180001497268677},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5301414728164673},{"id":"https://openalex.org/C3018080372","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma management","level":3,"score":0.49982428550720215},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4893169105052948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43029510974884033},{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.42004355788230896},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4123302698135376},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.37149083614349365},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3154298663139343},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2603214979171753},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19139599800109863},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fdgth.2025.1573342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1573342","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1573342/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:40547052","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40547052","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:26011f10a89e40d7a51a323c95cb5335","is_oa":true,"landing_page_url":"https://doaj.org/article/26011f10a89e40d7a51a323c95cb5335","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12179981","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12179981","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"},{"id":"pmh:oai:www.research.unipd.it:11577/3565554","is_oa":true,"landing_page_url":"https://hdl.handle.net/11577/3565554","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1573342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1573342","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1573342/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411093377.pdf","grobid_xml":"https://content.openalex.org/works/W4411093377.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W591743112","https://openalex.org/W2103298760","https://openalex.org/W2136474336","https://openalex.org/W2242464395","https://openalex.org/W2621268684","https://openalex.org/W2909237241","https://openalex.org/W2948366985","https://openalex.org/W2979758303","https://openalex.org/W3023143415","https://openalex.org/W3080566945","https://openalex.org/W3161387458","https://openalex.org/W3169122633","https://openalex.org/W3181171456","https://openalex.org/W4308545240","https://openalex.org/W6600808634"],"related_works":["https://openalex.org/W3170020535","https://openalex.org/W2912378903","https://openalex.org/W4389781895","https://openalex.org/W2970477638","https://openalex.org/W2410804002","https://openalex.org/W4308006235","https://openalex.org/W4387866036","https://openalex.org/W4387901210","https://openalex.org/W3037739525","https://openalex.org/W2954263628"],"abstract_inverted_index":{"Introduction:":[0],"Asthma":[1],"management":[2,90],"is":[3,8,21,46],"complex,":[4],"and":[5,54,64,99,117,143,156,168,189,210,221,231],"while":[6],"it":[7],"known":[9],"that":[10],"many":[11],"environmental":[12],"factors":[13,37],"play":[14],"a":[15,47,107,112,118],"critical":[16],"role":[17,26,236],"in":[18,61,171,237],"exacerbations,":[19],"there":[20],"increasing":[22],"interest":[23],"on":[24,72,153],"the":[25,31,92,128,136,144,178,227],"of":[27,94,180,201,206,219],"air":[28,59,101,140],"pollution.":[29],"Yet,":[30],"precise":[32],"relations":[33],"by":[34],"which":[35],"these":[36],"affect":[38],"exacerbation":[39],"risk":[40],"are":[41],"not":[42],"fully":[43],"understood.":[44],"There":[45],"need":[48],"for":[49,110,115,132,139,147,208,215,241],"innovative":[50,83],"solutions":[51,240],"to":[52,58,67,87,176,203,213],"monitor":[53],"assess":[55],"personal":[56],"exposure":[57],"pollutants":[60],"both":[62],"outdoor":[63],"indoor":[65],"environments":[66],"better":[68],"understand":[69],"their":[70],"impact":[71],"respiratory":[73],"outcomes,":[74],"particularly":[75],"asthma":[76,89,166],"exacerbations.":[77],"This":[78],"paper":[79],"introduces":[80],"AirPredict,":[81],"an":[82],"eHealth":[84,239],"platform":[85,123],"designed":[86],"enhance":[88],"through":[91],"integration":[93],"wearable":[95],"sensors,":[96],"digital":[97],"diaries,":[98],"ambient":[100],"quality":[102,141],"monitoring.":[103],"Methods:":[104],"AirPredict":[105],"comprises":[106],"mobile":[108],"application":[109],"patients,":[111],"web":[113],"interface":[114],"clinicians,":[116,216],"robust":[119],"cloud-based":[120],"infrastructure.":[121],"The":[122,184,224],"utilizes":[124],"devices":[125],"such":[126],"as":[127],"Fitbit":[129],"Charge":[130],"6":[131],"heart":[133],"rate":[134],"monitoring,":[135],"Atmotube":[137],"PRO":[138],"assessment,":[142],"MIR":[145],"SmartOne":[146],"spirometry,":[148],"providing":[149],"precise,":[150],"real-time":[151],"data":[152],"individual":[154],"exposures":[155],"health":[157],"outcomes.":[158],"A":[159],"feasibility":[160],"study":[161],"involving":[162],"16":[163],"participants,":[164],"including":[165],"patients":[167,209],"specialized":[169],"clinicians":[170],"Padova,":[172],"Italy,":[173],"was":[174],"conducted":[175],"evaluate":[177],"usability":[179,188],"platform's":[181,228],"components.":[182],"Results:":[183],"results":[185],"indicated":[186],"high":[187],"user":[190],"satisfaction,":[191],"with":[192],"average":[193],"Single":[194],"Ease":[195],"Question":[196],"(SEQ)":[197],"scores":[198],"ranging":[199],"from":[200,211],"6.8":[202,212],"5.5":[204],"out":[205],"7":[207],"6.6":[214],"reflecting":[217],"ease":[218],"use":[220],"functionality.":[222],"Discussion:":[223],"findings":[225],"support":[226],"broader":[229],"adoption":[230],"further":[232],"development,":[233],"highlighting":[234],"its":[235],"advancing":[238],"chronic":[242],"disease":[243],"management.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
