{"id":"https://openalex.org/W4387865296","doi":"https://doi.org/10.3233/shti230732","title":"A Study on Optimization and Evaluation of the Visualization of Complex Algorithm Results in Remote Monitoring of COPD","display_name":"A Study on Optimization and Evaluation of the Visualization of Complex Algorithm Results in Remote Monitoring of COPD","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387865296","doi":"https://doi.org/10.3233/shti230732","pmid":"https://pubmed.ncbi.nlm.nih.gov/37869799"},"language":"en","primary_location":{"id":"doi:10.3233/shti230732","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230732","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230732","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230732","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074043978","display_name":"Mathilde D. Sander","orcid":"https://orcid.org/0000-0003-2532-7934"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Mathilde D. Sander","raw_affiliation_strings":["Aalborg University, Department of Health and Science, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-2532-7934","affiliations":[{"raw_affiliation_string":"Aalborg University, Department of Health and Science, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103114768","display_name":"Rikke L. Madsen","orcid":"https://orcid.org/0009-0006-2007-1385"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Rikke L. Madsen","raw_affiliation_strings":["Aalborg University, Department of Health and Science, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0009-0006-2007-1385","affiliations":[{"raw_affiliation_string":"Aalborg University, Department of Health and Science, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030641730","display_name":"Sisse Heiden Laursen","orcid":"https://orcid.org/0000-0001-5884-8125"},"institutions":[{"id":"https://openalex.org/I2799976261","display_name":"Aalborg University Hospital","ror":"https://ror.org/02jk5qe80","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2799976261"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sisse H. Laursen","raw_affiliation_strings":["Aalborg University, Department of Health and Science, Aalborg, Denmark","Research Unit for Clinical Nursing, Aalborg University Hospital, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalborg University, Department of Health and Science, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Research Unit for Clinical Nursing, Aalborg University Hospital, Aalborg, Denmark","institution_ids":["https://openalex.org/I2799976261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071915764","display_name":"Stine Hangaard","orcid":"https://orcid.org/0000-0003-0395-3563"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Stine Hangaard","raw_affiliation_strings":["Aalborg University, Department of Health and Science, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalborg University, Department of Health and Science, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074043978"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5957189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"309","issue":null,"first_page":"23","last_page":"27"},"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":0.5364999771118164,"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":0.5364999771118164,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.10809999704360962,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.05849999934434891,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7889906764030457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7353177070617676},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6585397720336914},{"id":"https://openalex.org/keywords/exacerbation","display_name":"Exacerbation","score":0.6113141775131226},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.5987709760665894},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.5233344435691833},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5171374678611755},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44066622853279114},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.42171648144721985},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3530077338218689},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35147541761398315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34796759486198425},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22874802350997925},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08882474899291992}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7889906764030457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7353177070617676},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6585397720336914},{"id":"https://openalex.org/C2777014857","wikidata":"https://www.wikidata.org/wiki/Q1383410","display_name":"Exacerbation","level":2,"score":0.6113141775131226},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.5987709760665894},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.5233344435691833},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5171374678611755},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44066622853279114},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.42171648144721985},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3530077338218689},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35147541761398315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34796759486198425},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22874802350997925},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08882474899291992},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D029424","descriptor_name":"Pulmonary Disease, Chronic Obstructive","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3233/shti230732","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230732","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230732","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:37869799","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37869799","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/45d04940-63a4-42b7-916b-6da002478b65","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/45d04940-63a4-42b7-916b-6da002478b65","pdf_url":"https://vbn.aau.dk/ws/files/559200867/Sander_et_al._2023_._A_Study_on_Optimization_and_Evaluation_of_the_Visualization_of_Complex_Algorithm_Results_in_Remote_Monitoring_of_COPD.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sander, M D, Madsen, R L, Laursen, S H & Hangaard, S 2023, A Study on Optimization and Evaluation of the Visualization of Complex Algorithm Results in Remote Monitoring of COPD. in M Giacomini, L Stoicu-Tivadar, G Balestra, A Benis, S Bonacina, A Bottrighi, T M Deserno, P Gallos, L Lhotska, S Marceglia, A C P Sierra, S Rosati & L Sacchi (eds), Telehealth Ecosystems in Practice. vol. 309, Studies in Health Technology and Informatics , pp. 23-27, European Federation for Medical Informatics Special Topic Conference: Telehealth Ecosystems in Practice , Torino, Italy, 25/10/2023. https://doi.org/10.3233/SHTI230732","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/45d04940-63a4-42b7-916b-6da002478b65","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85175496734&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sander , M D , Madsen , R L , Laursen , S H & Hangaard , S 2023 , A Study on Optimization and Evaluation of the Visualization of Complex Algorithm Results in Remote Monitoring of COPD . in M Giacomini , L Stoicu-Tivadar , G Balestra , A Benis , S Bonacina , A Bottrighi , T M Deserno , P Gallos , L Lhotska , S Marceglia , A C P Sierra , S Rosati & L Sacchi (eds) , Telehealth Ecosystems in Practice . vol. 309 , Studies in Health Technology and Informatics , pp. 23-27 , European Federation for Medical Informatics Special Topic Conference: Telehealth Ecosystems in Practice , Torino , Italy , 25/10/2023 . https://doi.org/10.3233/SHTI230732","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.3233/shti230732","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230732","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230732","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387865296.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1548076732","https://openalex.org/W1985303908","https://openalex.org/W2123549081","https://openalex.org/W2171492894","https://openalex.org/W2177849715","https://openalex.org/W2937218478","https://openalex.org/W3041282074","https://openalex.org/W3048560297","https://openalex.org/W3083128645","https://openalex.org/W3163849331","https://openalex.org/W4205415758","https://openalex.org/W4224994217","https://openalex.org/W4311284839"],"related_works":["https://openalex.org/W2086338133","https://openalex.org/W4367679314","https://openalex.org/W225526533","https://openalex.org/W2078361494","https://openalex.org/W2009234990","https://openalex.org/W4411268388","https://openalex.org/W4244083766","https://openalex.org/W2945718656","https://openalex.org/W2091016074","https://openalex.org/W2951336120"],"abstract_inverted_index":{"BACKGROUND:":[0],"Artificial":[1],"intelligence":[2],"(AI)":[3],"can":[4,75,201,230],"potentially":[5],"increase":[6],"the":[7,18,31,40,83,96,124,133,141,149,174,187,190,207,211,223,226,235],"quality":[8],"of":[9,98,110,137,173,189,199,222],"telemonitoring":[10,198],"in":[11,143,184,197,225],"chronic":[12],"obstructive":[13],"pulmonary":[14],"disease":[15],"(COPD).":[16],"However,":[17],"output":[19],"from":[20,67,246],"AI":[21,41],"is":[22],"often":[23],"difficult":[24],"for":[25,71,82,106,135,213],"clinicians":[26,130,236],"to":[27,30,59,90,151,186,232],"understand":[28],"due":[29],"complexity.":[32],"This":[33,102,229],"challenge":[34],"may":[35],"be":[36,51,76,202],"accommodated":[37],"by":[38,204,217],"visualizing":[39,95,206],"results,":[42],"however":[43],"it":[44],"hasn't":[45],"been":[46],"studied":[47],"how":[48,64],"this":[49],"could":[50],"done":[52],"specifically,":[53],"i.e.,":[54],"considering":[55],"which":[56],"visual":[57],"elements":[58],"include.":[60],"AIM:":[61],"To":[62],"investigate":[63],"complex":[65],"results":[66,97],"a":[68,99,104,108,219],"predictive":[69,100,191,247],"algorithm":[70,195,214],"patients":[72],"with":[73],"COPD":[74,200],"translated":[77],"into":[78],"easily":[79,180],"understandable":[80,181],"data":[81],"clinicians.":[84],"METHODS:":[85],"Semi-structured":[86],"interviews":[87],"were":[88,166],"conducted":[89],"explore":[91],"clinicians'":[92],"needs":[93],"when":[94,234],"algorithm.":[101,192],"formed":[103],"basis":[105],"creating":[107],"prototype":[109,175],"an":[111],"updated":[112],"user":[113,116],"interface.":[114],"The":[115,129,171],"interface":[117],"was":[118,176],"evaluated":[119],"using":[120],"usability":[121,172],"tests":[122],"through":[123],"\"Think":[125],"aloud\"":[126],"method.":[127],"RESULTS:":[128],"pointed":[131],"out":[132],"need":[134],"visualization":[136],"exacerbation":[138,158],"alerts":[139,245],"and":[140,164,182,216,239],"development":[142,224],"patients'":[144],"data.":[145,228],"Furthermore,":[146],"they":[147,241],"wanted":[148],"system":[150],"provide":[152],"more":[153],"information":[154],"about":[155],"what":[156],"caused":[157],"alerts.":[159],"Elements":[160],"such":[161],"as":[162,168,179],"color":[163],"icons":[165],"described":[167],"particularly":[169],"useful.":[170],"primarily":[177],"assessed":[178],"advantageous":[183],"connection":[185],"functions":[188],"CONCLUSION:":[193],"Predictive":[194],"use":[196],"optimized":[203],"clearly":[205],"algorithm's":[208],"alerts,":[209],"clarifying":[210],"reasons":[212],"output,":[215],"providing":[218],"clear":[220],"overview":[221],"patient's":[227],"contribute":[231],"clarity":[233],"should":[237,242],"act":[238,243],"why":[240],"on":[244],"algorithms.":[248]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}