{"id":"https://openalex.org/W3211291973","doi":"https://doi.org/10.1145/3472813.3473215","title":"A Clinical Decision Support System of Pressure Ulcers Tissue Classification","display_name":"A Clinical Decision Support System of Pressure Ulcers Tissue Classification","publication_year":2021,"publication_date":"2021-05-14","ids":{"openalex":"https://openalex.org/W3211291973","doi":"https://doi.org/10.1145/3472813.3473215","mag":"3211291973"},"language":"en","primary_location":{"id":"doi:10.1145/3472813.3473215","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472813.3473215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Medical and Health Informatics","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/A5079843501","display_name":"Dun\u2010Hao Chang","orcid":"https://orcid.org/0000-0001-5578-7603"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]},{"id":"https://openalex.org/I4210102996","display_name":"Far Eastern Memorial Hospital","ror":"https://ror.org/019tq3436","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210102996"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Dun-Hao Chang","raw_affiliation_strings":["Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230 and Far Eastern Memorial Hospital,New Taipei City 220,Taiwan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230 and Far Eastern Memorial Hospital,New Taipei City 220,Taiwan, Taiwan","institution_ids":["https://openalex.org/I99908691","https://openalex.org/I4210102996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084275121","display_name":"Po-Jui Chu","orcid":"https://orcid.org/0000-0003-2355-3292"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Jui Chu","raw_affiliation_strings":["Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037163608","display_name":"Yi-Jhen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Jhen Li","raw_affiliation_strings":["Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012137757","display_name":"Chun-Kai Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Kai Ning","raw_affiliation_strings":["Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Taoyuan City,Taiwan+W230R2S230:V230, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030506063","display_name":"Ting\u2010Ying Chien","orcid":"https://orcid.org/0000-0002-4054-7663"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ting-Ying Chien","raw_affiliation_strings":["Yuan Ze University, Taoyuan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University, Taoyuan City, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079843501"],"corresponding_institution_ids":["https://openalex.org/I4210102996","https://openalex.org/I99908691"],"apc_list":null,"apc_paid":null,"fwci":0.9118,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76724887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"338","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6910526752471924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6141725778579712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5904430150985718},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.5363416075706482},{"id":"https://openalex.org/keywords/referral","display_name":"Referral","score":0.5287943482398987},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5277619361877441},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5250115990638733},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.49970269203186035},{"id":"https://openalex.org/keywords/brain-tissue","display_name":"Brain tissue","score":0.4553244411945343},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4336652457714081},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2909104526042938},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.21960201859474182}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6910526752471924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6141725778579712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5904430150985718},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.5363416075706482},{"id":"https://openalex.org/C2776135927","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Referral","level":2,"score":0.5287943482398987},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5277619361877441},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5250115990638733},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49970269203186035},{"id":"https://openalex.org/C2986936838","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Brain tissue","level":2,"score":0.4553244411945343},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4336652457714081},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2909104526042938},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.21960201859474182},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472813.3473215","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472813.3473215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2512924472","https://openalex.org/W2901954625","https://openalex.org/W2983126243"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W4232131108","https://openalex.org/W1996434451","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W2128124510","https://openalex.org/W2098044946"],"abstract_inverted_index":{"Pressure":[0],"ulcers":[1],"(PUs)":[2],"are":[3],"a":[4,122,129],"common":[5],"problem":[6],"associated":[7],"with":[8,89,109,128,173],"great":[9],"morbidity":[10],"and":[11,29,44,71,105,143,161,176],"cost.":[12],"Because":[13],"of":[14,17,31,48,97,116],"the":[15,21,27,61,85,98,110,150,158,164,168],"lack":[16],"professional":[18],"personnel":[19],"in":[20,60,67],"institutions":[22],"or":[23],"home":[24],"care":[25,165],"system,":[26],"diagnosis":[28],"treatment":[30],"PUs":[32,49],"were":[33,56,81],"sometimes":[34],"delayed.":[35],"We":[36],"aim":[37],"to":[38,74,83,121],"develop":[39],"an":[40,145],"automatic":[41],"tissue":[42,76,86,100,117,141],"classification":[43,118],"severity":[45],"evaluation":[46],"system":[47,126,137,169],"using":[50],"AI":[51],"technology.":[52],"All":[53],"PU":[54],"images":[55,80],"collected":[57],"from":[58],"patients":[59],"Far":[62],"Eastern":[63],"Memorial":[64],"Hospital":[65],"(FEMH)":[66],"recent":[68],"3":[69],"years":[70],"labeled":[72,79,112],"according":[73],"different":[75,99],"types.":[77],"The":[78,95,114],"used":[82],"train":[84],"segmentation":[87],"model":[88],"U-net":[90],"convolutional":[91],"neural":[92],"network":[93],"(CNN).":[94],"percentage":[96],"can":[101,138],"be":[102,107,171],"calculated":[103],"automatically":[104,142],"would":[106],"compared":[108],"manually":[111],"one.":[113],"output":[115],"was":[119,154],"transformed":[120],"clinical":[123],"decision":[124],"support":[125],"(CDSS)":[127],"rule-base":[130],"formula.":[131],"Our":[132],"study":[133],"showed":[134],"that":[135],"proposed":[136],"classify":[139],"each":[140],"reach":[144],"accuracy":[146,152],"about":[147],"93.6%.":[148],"However,":[149],"CDSS's":[151],"rate":[153],"only":[155],"64%":[156],"for":[157,163],"referral":[159],"suggestion":[160],"62%":[162],"recommendation.":[166],"Hence,":[167],"should":[170],"modified":[172],"more":[174],"data":[175],"information.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}