{"id":"https://openalex.org/W4385688639","doi":"https://doi.org/10.1109/ssp53291.2023.10208057","title":"AI-assisted monitoring of COVID-19 community isolation in Thailand","display_name":"AI-assisted monitoring of COVID-19 community isolation in Thailand","publication_year":2023,"publication_date":"2023-07-02","ids":{"openalex":"https://openalex.org/W4385688639","doi":"https://doi.org/10.1109/ssp53291.2023.10208057"},"language":"en","primary_location":{"id":"doi:10.1109/ssp53291.2023.10208057","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssp53291.2023.10208057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075818328","display_name":"Natthanan Ruengchaijatuporn","orcid":"https://orcid.org/0000-0001-7219-4148"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Natthanan Ruengchaijatuporn","raw_affiliation_strings":["Chulalongkorn University,Computational Molecular Biology Center,Bangkok,Thailand","Computational Molecular Biology Center, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Computational Molecular Biology Center,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Computational Molecular Biology Center, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058580217","display_name":"Parin Kittipongdaja","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Parin Kittipongdaja","raw_affiliation_strings":["University Technology Center, Chulalongkorn University,Bangkok,Thailand","University Technology Center, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Technology Center, Chulalongkorn University,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"University Technology Center, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092794038","display_name":"Tagon Sompong","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tagon Sompong","raw_affiliation_strings":["Chulalongkorn University,Department of Computer Engineering,Bangkok,Thailand","Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Computer Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092794039","display_name":"Pasit Jakkrawankul","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pasit Jakkrawankul","raw_affiliation_strings":["University Technology Center, Chulalongkorn University,Bangkok,Thailand","University Technology Center, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Technology Center, Chulalongkorn University,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"University Technology Center, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086365261","display_name":"Pattama Torvorapanit","orcid":"https://orcid.org/0000-0001-9507-6339"},"institutions":[{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pattama Torvorapanit","raw_affiliation_strings":["Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","institution_ids":["https://openalex.org/I2802209374"]},{"raw_affiliation_string":"King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023591398","display_name":"Napaporn Chantasrisawad","orcid":"https://orcid.org/0000-0002-2916-555X"},"institutions":[{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Napaporn Chantasrisawad","raw_affiliation_strings":["Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","institution_ids":["https://openalex.org/I2802209374"]},{"raw_affiliation_string":"King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044041245","display_name":"Wariya Chintanapakdee","orcid":"https://orcid.org/0000-0001-5063-6822"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wariya Chintanapakdee","raw_affiliation_strings":["Chulalongkorn University,Department of Radiology,Bangkok,Thailand","Department of Radiology, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Radiology,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Radiology, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034584312","display_name":"Thanisa Tongbai","orcid":"https://orcid.org/0000-0003-4010-4376"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thanisa Tongbai","raw_affiliation_strings":["Chulalongkorn University,Department of Radiology,Bangkok,Thailand","Department of Radiology, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Radiology,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Radiology, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082543647","display_name":"Aisawan Petchlorlian","orcid":"https://orcid.org/0000-0002-5771-3808"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Aisawan Petchlorlian","raw_affiliation_strings":["Chulalongkorn University,Department of Medicine,Bangkok,Thailand","Department of Medicine, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Medicine,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Medicine, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013943843","display_name":"Wiroon Sriborrirux","orcid":null},"institutions":[{"id":"https://openalex.org/I129488602","display_name":"Burapha University","ror":"https://ror.org/01ff74m36","country_code":"TH","type":"education","lineage":["https://openalex.org/I129488602"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wiroon Sriborrirux","raw_affiliation_strings":["Burapha University,Faculty of Engineering,Chon Buri,Thailand","Faculty of Engineering, Burapha University, Chon Buri, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Burapha University,Faculty of Engineering,Chon Buri,Thailand","institution_ids":["https://openalex.org/I129488602"]},{"raw_affiliation_string":"Faculty of Engineering, Burapha University, Chon Buri, Thailand","institution_ids":["https://openalex.org/I129488602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004289799","display_name":"Chaipat Chunharas","orcid":"https://orcid.org/0000-0003-1074-0160"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chaipat Chunharas","raw_affiliation_strings":["Chulalongkorn University,Department of Internal Medicine,Bangkok,Thailand","Department of Internal Medicine, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Internal Medicine,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Internal Medicine, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060119833","display_name":"Opass Putcharoen","orcid":"https://orcid.org/0000-0001-8444-8512"},"institutions":[{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Opass Putcharoen","raw_affiliation_strings":["Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emerging Infectious Disease Clinical Center,King Chulalongkorn Memorial Hospital,Bangkok,Thailand","institution_ids":["https://openalex.org/I2802209374"]},{"raw_affiliation_string":"King Chulalongkorn Memorial Hospital, Emerging Infectious Disease Clinical Center, Bangkok, Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030009288","display_name":"Ekapol Chuangsuwanich","orcid":"https://orcid.org/0000-0001-6104-4857"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ekapol Chuangsuwanich","raw_affiliation_strings":["Chulalongkorn University,Department of Computer Engineering,Bangkok,Thailand","Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Department of Computer Engineering,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011451938","display_name":"Sira Sriswasdi","orcid":"https://orcid.org/0000-0002-4117-3632"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sira Sriswasdi","raw_affiliation_strings":["Chulalongkorn University,Computational Molecular Biology Center,Bangkok,Thailand","Computational Molecular Biology Center, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chulalongkorn University,Computational Molecular Biology Center,Bangkok,Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Computational Molecular Biology Center, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2193,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5870403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"651","last_page":"655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.8378122448921204},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6202152967453003},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.5697238445281982},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.5535475015640259},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4849391281604767},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4792725741863251},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47166359424591064},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.43604880571365356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4298250079154968},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14774489402770996},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14234232902526855},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.10369366407394409},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.10336467623710632},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.08381655812263489}],"concepts":[{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.8378122448921204},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6202152967453003},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.5697238445281982},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.5535475015640259},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4849391281604767},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4792725741863251},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47166359424591064},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.43604880571365356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4298250079154968},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14774489402770996},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14234232902526855},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.10369366407394409},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.10336467623710632},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.08381655812263489},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssp53291.2023.10208057","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssp53291.2023.10208057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2157331557","https://openalex.org/W2295598076","https://openalex.org/W2611650229","https://openalex.org/W3006082171","https://openalex.org/W3021347633","https://openalex.org/W3038611982","https://openalex.org/W3047125043","https://openalex.org/W3047933231","https://openalex.org/W3084808919","https://openalex.org/W3101156210","https://openalex.org/W3111279521","https://openalex.org/W3133588435","https://openalex.org/W3135545052","https://openalex.org/W3165713284","https://openalex.org/W3179372724","https://openalex.org/W3209943140","https://openalex.org/W4221099353"],"related_works":["https://openalex.org/W2053514191","https://openalex.org/W30340901","https://openalex.org/W1660746341","https://openalex.org/W4205307318","https://openalex.org/W2162926135","https://openalex.org/W3005991535","https://openalex.org/W2087901682","https://openalex.org/W4285102294","https://openalex.org/W3948632","https://openalex.org/W2116507356"],"abstract_inverted_index":{"By":[0],"minimizing":[1],"human":[2],"movement":[3],"and":[4,43,116,125],"contact,":[5],"community":[6,34,76],"isolation":[7,35,77],"is":[8],"an":[9,95],"effective":[10],"containment":[11],"measure":[12],"for":[13,56],"the":[14,47,98,121],"COVID-19":[15],"pandemic,":[16],"especially":[17],"against":[18],"later":[19],"strains":[20],"that":[21,82,120],"cause":[22],"less":[23],"severe":[24,41,51],"symptoms.":[25],"Nonetheless,":[26],"a":[27,64],"significant":[28],"number":[29],"of":[30,101,118],"patients":[31,78,122],"who":[32],"enter":[33],"with":[36,94],"mild":[37],"symptoms":[38],"eventually":[39],"develop":[40],"pneumonias":[42],"require":[44],"hospitalization.":[45],"Therefore,":[46],"ability":[48],"to":[49,89],"foresee":[50],"cases":[52],"would":[53],"be":[54],"indispensable":[55],"managing":[57],"limited":[58],"medical":[59],"resources.":[60],"Here,":[61],"we":[62],"developed":[63],"proof-of-concept":[65],"machine":[66],"learning":[67],"model,":[68],"using":[69],"daily":[70],"vital":[71],"signs":[72],"data":[73],"from":[74],"1,123":[75],"in":[79,92,133,139],"Bangkok,":[80],"Thailand,":[81],"can":[83,123,130],"predict":[84],"future":[85],"hospitalization":[86],"events":[87],"up":[88],"3":[90],"days":[91],"advance":[93],"area":[96],"under":[97],"precision-recall":[99],"curve":[100],"0.95.":[102],"The":[103],"model":[104],"requires":[105],"simple":[106],"inputs,":[107],"including":[108],"body":[109],"temperature,":[110],"pulse":[111],"rate,":[112],"peripheral":[113],"oxygen":[114],"saturation,":[115],"shortness":[117],"breath,":[119],"self-perform":[124],"report.":[126],"Hence,":[127],"our":[128],"approach":[129],"aid":[131],"clinicians":[132],"providing":[134],"remote,":[135],"proactive":[136],"healthcare":[137],"service":[138],"broad":[140],"settings":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
