{"id":"https://openalex.org/W2947182275","doi":"https://doi.org/10.1186/s12911-019-0825-9","title":"Decision tree\u2013based classifier in providing telehealth service","display_name":"Decision tree\u2013based classifier in providing telehealth service","publication_year":2019,"publication_date":"2019-05-30","ids":{"openalex":"https://openalex.org/W2947182275","doi":"https://doi.org/10.1186/s12911-019-0825-9","mag":"2947182275","pmid":"https://pubmed.ncbi.nlm.nih.gov/31146749"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-019-0825-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-0825-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-0825-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-0825-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066262998","display_name":"Ching-Chin Chern","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Chin Chern","raw_affiliation_strings":["Department of Information Management, National Taiwan University, 50, Lane 144, Sec. 4, Keelung Road, Taipei, 106, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taiwan University, 50, Lane 144, Sec. 4, Keelung Road, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731683","display_name":"Yu\u2010Jen Chen","orcid":"https://orcid.org/0009-0002-0475-4160"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Jen Chen","raw_affiliation_strings":["Department of Information Management, National Taiwan University, 50, Lane 144, Sec. 4, Keelung Road, Taipei, 106, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taiwan University, 50, Lane 144, Sec. 4, Keelung Road, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055221241","display_name":"Bo Hsiao","orcid":"https://orcid.org/0000-0002-2894-9678"},"institutions":[{"id":"https://openalex.org/I80327900","display_name":"Chang Jung Christian University","ror":"https://ror.org/02s3d7j94","country_code":"TW","type":"education","lineage":["https://openalex.org/I80327900"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Bo Hsiao","raw_affiliation_strings":["Department of Information Management, Chang Jung Christian University, No.1,Changda Rd., Gueiren District, Tainan City, 71101, Taiwan. bhsiao@mail.cjcu.edu.tw","Department of Information Management, Chang Jung Christian University, No.1,Changda Rd., Gueiren District, Tainan City, 71101, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Chang Jung Christian University, No.1,Changda Rd., Gueiren District, Tainan City, 71101, Taiwan. bhsiao@mail.cjcu.edu.tw","institution_ids":["https://openalex.org/I80327900"]},{"raw_affiliation_string":"Department of Information Management, Chang Jung Christian University, No.1,Changda Rd., Gueiren District, Tainan City, 71101, Taiwan","institution_ids":["https://openalex.org/I80327900"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055221241"],"corresponding_institution_ids":["https://openalex.org/I80327900"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":3.0638,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.93402263,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"104","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.944599986076355,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/telehealth","display_name":"Telehealth","score":0.8031905293464661},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.7030230760574341},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.679215669631958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6335519552230835},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6062682867050171},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.4469550549983978},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4319758713245392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4180457592010498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40147489309310913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33837640285491943},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33234408497810364},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3047736883163452},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.28621524572372437},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1553136706352234},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.15123724937438965}],"concepts":[{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.8031905293464661},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7030230760574341},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.679215669631958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6335519552230835},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6062682867050171},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4469550549983978},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4319758713245392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4180457592010498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40147489309310913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33837640285491943},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33234408497810364},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3047736883163452},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.28621524572372437},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1553136706352234},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.15123724937438965},{"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":[{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-019-0825-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-0825-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-0825-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:31146749","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31146749","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:d84a1eef91a44242897c2f2d50830257","is_oa":true,"landing_page_url":"https://doaj.org/article/d84a1eef91a44242897c2f2d50830257","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 19, Iss 1, Pp 1-15 (2019)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6543775","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6543775","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":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-019-0825-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-0825-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-0825-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5825057301","display_name":null,"funder_award_id":"MOST 103-2410-H-002-099-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322845","display_name":"National Health Research Institutes","ror":"https://ror.org/02r6fpx29"},{"id":"https://openalex.org/F4320333646","display_name":"National Health Insurance Administration","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947182275.pdf","grobid_xml":"https://content.openalex.org/works/W2947182275.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W157299114","https://openalex.org/W167057561","https://openalex.org/W1968760624","https://openalex.org/W1984474176","https://openalex.org/W1991815804","https://openalex.org/W2004563782","https://openalex.org/W2017192637","https://openalex.org/W2020117607","https://openalex.org/W2028178797","https://openalex.org/W2066018537","https://openalex.org/W2079658293","https://openalex.org/W2118373039","https://openalex.org/W2125105374","https://openalex.org/W2131305225","https://openalex.org/W2133990480","https://openalex.org/W2136258686","https://openalex.org/W2149706766","https://openalex.org/W2154838774","https://openalex.org/W2169250122","https://openalex.org/W2329052967","https://openalex.org/W2899569595","https://openalex.org/W4318471909"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W2030894524","https://openalex.org/W2350430350","https://openalex.org/W2592385415","https://openalex.org/W102063058","https://openalex.org/W2006686080"],"abstract_inverted_index":{"This":[0],"study":[1],"conducts":[2],"a":[3,77,96,108],"series":[4],"of":[5,46,65,82],"experiments":[6],"30":[7],"times":[8],"to":[9,40],"compare":[10,41],"the":[11,15,29,42,48,55,70,83,91],"HDTTCA":[12,53,75,88,106],"results":[13],"with":[14],"logistic":[16,56,84],"regression":[17,57,85],"findings":[18],"by":[19,52,74],"measuring":[20],"their":[21],"average":[22],"performance":[23,79,98],"and":[24,54,68,99],"determining":[25],"which":[26],"model":[27,58,94],"addresses":[28],"telehealth":[30,113],"patient":[31],"classification":[32,115],"problem":[33],"better.":[34],"Four":[35],"important":[36],"metrics":[37],"are":[38,59],"used":[39],"results.":[43],"In":[44,63],"terms":[45,64],"sensitivity,":[47],"decision":[49,71,92],"trees":[50],"generated":[51,73],"on":[60],"equal":[61],"grounds.":[62],"accuracy,":[66],"specificity,":[67],"precision,":[69],"tree":[72,93],"provides":[76,100],"better":[78],"than":[80],"that":[81],"model.":[86],"When":[87],"is":[89,107],"applied,":[90],"generates":[95],"competitive":[97],"clear,":[101],"easily":[102],"understandable":[103],"rules.":[104],"Therefore,":[105],"suitable":[109],"choice":[110],"in":[111],"solving":[112],"service":[114],"problems.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
