{"id":"https://openalex.org/W4387421361","doi":"https://doi.org/10.1145/3577190.3614109","title":"Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity","display_name":"Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387421361","doi":"https://doi.org/10.1145/3577190.3614109"},"language":"en","primary_location":{"id":"doi:10.1145/3577190.3614109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3577190.3614109","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3577190.3614109","source":{"id":"https://openalex.org/S4363608440","display_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3577190.3614109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068563714","display_name":"Zixuan Xiao","orcid":"https://orcid.org/0009-0005-2107-2067"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Zixuan Xiao","raw_affiliation_strings":["ETH Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029912524","display_name":"Micha\u0142 Muszy\u0144ski","orcid":"https://orcid.org/0000-0002-0763-2612"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michal Muszynski","raw_affiliation_strings":["IBM Research Europe, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059945632","display_name":"Ri\u010dards Marcinkevi\u010ds","orcid":"https://orcid.org/0000-0001-8901-5062"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ri\u010dards Marcinkevi\u010ds","raw_affiliation_strings":["ETH Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045813739","display_name":"Lukas Zimmerli","orcid":"https://orcid.org/0000-0003-1039-9572"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lukas Zimmerli","raw_affiliation_strings":["IBM Research Europe, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054240155","display_name":"Adam Ivankay","orcid":"https://orcid.org/0000-0002-9140-0813"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adam Daniel Ivankay","raw_affiliation_strings":["IBM Research Europe, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039742242","display_name":"Dario Kohlbrenner","orcid":"https://orcid.org/0000-0001-6674-5193"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dario Kohlbrenner","raw_affiliation_strings":["University Hospital Zurich, Switzerland and University of Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital Zurich, Switzerland and University of Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100468","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079534304","display_name":"Manuel K\u00fchn","orcid":"https://orcid.org/0000-0003-1483-1318"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Manuel Kuhn","raw_affiliation_strings":["University Hospital Zurich, Switzerland and University of Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital Zurich, Switzerland and University of Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100468","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000106230","display_name":"Y Nordmann","orcid":"https://orcid.org/0000-0002-9163-5663"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yves Nordmann","raw_affiliation_strings":["Docdok.health, Switzerland"],"affiliations":[{"raw_affiliation_string":"Docdok.health, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000754048","display_name":"Ulrich Muehlner","orcid":"https://orcid.org/0009-0002-3835-1650"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ulrich Muehlner","raw_affiliation_strings":["Docdok.health, Switzerland"],"affiliations":[{"raw_affiliation_string":"Docdok.health, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075106853","display_name":"Christian F. Clarenbach","orcid":"https://orcid.org/0000-0003-2158-2321"},"institutions":[{"id":"https://openalex.org/I4210100468","display_name":"University Hospital of Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"funder","lineage":["https://openalex.org/I4210100468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christian Clarenbach","raw_affiliation_strings":["University Hospital Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045935456","display_name":"Julia E. Vogt","orcid":"https://orcid.org/0000-0002-6004-7770"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Julia E. Vogt","raw_affiliation_strings":["ETH Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034679430","display_name":"Thomas Brunschwiler","orcid":"https://orcid.org/0000-0002-7254-3405"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas Brunschwiler","raw_affiliation_strings":["IBM Research Europe, Switzerland"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5068563714"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":2.1429,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86538462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"93"},"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":0.9976000189781189,"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":0.9976000189781189,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/copd","display_name":"COPD","score":0.5627949237823486},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.4902392029762268},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.429458349943161},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4183339476585388},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4022196829319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38454577326774597},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3699721693992615},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2116433084011078},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.11171752214431763}],"concepts":[{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.5627949237823486},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.4902392029762268},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.429458349943161},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4183339476585388},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4022196829319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38454577326774597},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3699721693992615},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2116433084011078},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.11171752214431763}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3577190.3614109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3577190.3614109","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3577190.3614109","source":{"id":"https://openalex.org/S4363608440","display_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","raw_type":"proceedings-article"},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/635433","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/635433","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"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":"ICMI '23: International Conference on Multimodal Interaction","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.3929/ethz-b-000635433","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000635433","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3577190.3614109","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3577190.3614109","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3577190.3614109","source":{"id":"https://openalex.org/S4363608440","display_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1895312200","display_name":null,"funder_award_id":"320038189096","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G1959490135","display_name":"Untersuchung des Kriechverhaltens von Einkristall-Turbinen- schaufelwerkstoffen bei zweiachsiger Belastung","funder_award_id":"29844","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4808671793","display_name":"Klostermentalit\u00e4t: Schwerpunkt - Mirakelsammlung von Gautier de Coinci.","funder_award_id":"20038","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5411834759","display_name":"Erythropoietin for the repair of cerebral injury in very preterm infants (EpoRepair)","funder_award_id":"189096","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6086433888","display_name":null,"funder_award_id":"29844.1","funder_id":"https://openalex.org/F4320327931","funder_display_name":"Innosuisse - Schweizerische Agentur f\u00fcr Innovationsf\u00f6rderung"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320327931","display_name":"Innosuisse - Schweizerische Agentur f\u00fcr Innovationsf\u00f6rderung","ror":"https://ror.org/05a2bhn71"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387421361.pdf","grobid_xml":"https://content.openalex.org/works/W4387421361.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1588163064","https://openalex.org/W2064675550","https://openalex.org/W2077653218","https://openalex.org/W2101849970","https://openalex.org/W2106398669","https://openalex.org/W2108349752","https://openalex.org/W2115098571","https://openalex.org/W2135046866","https://openalex.org/W2138019504","https://openalex.org/W2148143831","https://openalex.org/W2157968241","https://openalex.org/W2178225550","https://openalex.org/W2295598076","https://openalex.org/W2324917897","https://openalex.org/W2460144244","https://openalex.org/W2521200999","https://openalex.org/W2558723476","https://openalex.org/W2560136348","https://openalex.org/W2620465174","https://openalex.org/W2746473595","https://openalex.org/W2911883144","https://openalex.org/W2911964244","https://openalex.org/W3004752032","https://openalex.org/W3008621705","https://openalex.org/W3023933143","https://openalex.org/W3027459174","https://openalex.org/W3043181457","https://openalex.org/W3082678949","https://openalex.org/W3094550259","https://openalex.org/W3126537460","https://openalex.org/W3133777397","https://openalex.org/W3139198151","https://openalex.org/W3169906287","https://openalex.org/W4200085153","https://openalex.org/W4205330746","https://openalex.org/W4214819580","https://openalex.org/W4220933645","https://openalex.org/W4283393352","https://openalex.org/W4293713156","https://openalex.org/W4298826872","https://openalex.org/W4322621694","https://openalex.org/W4322758476","https://openalex.org/W4385568375","https://openalex.org/W6773837021","https://openalex.org/W6968492640"],"related_works":["https://openalex.org/W2624812451","https://openalex.org/W3146691973","https://openalex.org/W2077427688","https://openalex.org/W2460301894","https://openalex.org/W2319967452","https://openalex.org/W3021010435","https://openalex.org/W3142286882","https://openalex.org/W4245372082","https://openalex.org/W3215586121","https://openalex.org/W2252383104"],"abstract_inverted_index":{"Chronic":[0],"obstructive":[1],"pulmonary":[2],"disease":[3],"(COPD)":[4],"is":[5],"a":[6,43,73,80],"significant":[7],"public":[8],"health":[9],"issue,":[10],"affecting":[11],"more":[12],"than":[13],"100":[14],"million":[15],"people":[16],"worldwide.":[17],"Remote":[18],"patient":[19,217],"monitoring":[20,44,218],"has":[21],"shown":[22],"great":[23],"promise":[24],"in":[25,193],"the":[26,37,40,58,92,106,118,143,166,186,205,213,236,243],"efficient":[27],"management":[28,221,250],"of":[29,39,60,75,95,129,145,165,215,230,245],"patients":[30,71],"with":[31],"chronic":[32],"diseases.":[33],"This":[34],"work":[35],"presents":[36],"analysis":[38,211],"data":[41,67,82,90],"from":[42,69,91],"system":[45],"developed":[46],"to":[47,242],"track":[48],"COPD":[49,61,96,111,220,231,249],"symptoms":[50],"alongside":[51,204],"patients\u2019":[52],"self-reports.":[53],"In":[54,139],"particular,":[55],"we":[56,141],"investigate":[57,142],"assessment":[59],"severity":[62,232],"using":[63,153],"multisensory":[64,119],"home-monitoring":[65,94],"device":[66],"acquired":[68],"30":[70],"over":[72],"period":[74],"three":[76],"months.":[77],"We":[78,98],"describe":[79],"comprehensive":[81],"pre-processing":[83],"and":[84,100,108,131,135,174,179,197,222,247],"feature":[85,162],"engineering":[86],"pipeline":[87],"for":[88,133,149,184,219],"multimodal":[89],"remote":[93,216],"patients.":[97],"develop":[99],"validate":[101],"predictive":[102],"models":[103,124],"forecasting":[104],"i)":[105],"absolute":[107,134,187],"ii)":[109],"differenced":[110,136],"Assessment":[112],"Test":[113],"(CAT)":[114],"scores":[115,152],"based":[116],"on":[117],"data.":[120],"The":[121],"best":[122],"obtained":[123],"achieve":[125],"Pearson\u2019s":[126],"correlation":[127],"coefficient":[128],"0.93":[130],"0.37":[132],"CAT":[137,151,188,194,207,237],"scores.":[138],"addition,":[140],"importance":[144],"individual":[146],"sensor":[147,225],"modalities":[148,226],"predicting":[150,185,191],"group":[154],"sparse":[155],"regularization":[156],"techniques.":[157],"Our":[158,210,239],"results":[159],"suggest":[160],"that":[161],"groups":[163],"indicative":[164,229],"patient\u2019s":[167],"general":[168],"condition,":[169],"such":[170],"as":[171,233],"static":[172],"medical":[173],"physiological":[175],"information,":[176],"date,":[177],"spirometer,":[178],"air":[180],"quality,":[181],"are":[182,201,227],"crucial":[183],"score.":[189,238],"For":[190],"changes":[192],"scores,":[195],"sleep":[196],"physical":[198],"activity":[199],"features":[200],"most":[202,228],"important,":[203],"previous":[206],"score":[208],"value.":[209],"demonstrates":[212],"potential":[214],"investigates":[223],"which":[224],"assessed":[234],"by":[235],"findings":[240],"contribute":[241],"development":[244],"effective":[246],"data-driven":[248],"strategies.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
