{"id":"https://openalex.org/W4413050872","doi":"https://doi.org/10.3233/shti251259","title":"Establishing an AI Pressure Injury Database to Improve Clinical Nursing Efficiency","display_name":"Establishing an AI Pressure Injury Database to Improve Clinical Nursing Efficiency","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413050872","doi":"https://doi.org/10.3233/shti251259","pmid":"https://pubmed.ncbi.nlm.nih.gov/40776276"},"language":"en","primary_location":{"id":"doi:10.3233/shti251259","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251259","pdf_url":null,"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://doi.org/10.3233/shti251259","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016503096","display_name":"Chin-Yuan Tsan","orcid":"https://orcid.org/0000-0003-0321-7929"},"institutions":[{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yuan Tsan","raw_affiliation_strings":["Vice Director, Department of Nursing, National Taiwan University Hospital"],"raw_orcid":"https://orcid.org/0000-0003-0321-7929","affiliations":[{"raw_affiliation_string":"Vice Director, Department of Nursing, National Taiwan University Hospital","institution_ids":["https://openalex.org/I4210131804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056342923","display_name":"Yu\u2010Kuei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Kuei Chen","raw_affiliation_strings":["Nursing Supervisor, Department of Nursing, National Taiwan University Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nursing Supervisor, Department of Nursing, National Taiwan University Hospital","institution_ids":["https://openalex.org/I4210131804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652466","display_name":"Yi-Chen Wang","orcid":"https://orcid.org/0000-0002-3636-6376"},"institutions":[{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Chen Wang","raw_affiliation_strings":["Informatics Nurse, Department of Nursing, National Taiwan University Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Nurse, Department of Nursing, National Taiwan University Hospital","institution_ids":["https://openalex.org/I4210131804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101433407","display_name":"Meng\u2010Chun Chen","orcid":"https://orcid.org/0000-0002-3560-3907"},"institutions":[{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Meng-Chun Chen","raw_affiliation_strings":["Informatics Nurse, Department of Nursing, National Taiwan University Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics Nurse, Department of Nursing, National Taiwan University Hospital","institution_ids":["https://openalex.org/I4210131804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50877193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"329","issue":null,"first_page":"1876","last_page":"1877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.8949000239372253,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"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/T10809","display_name":"Occupational Health and Safety Research","score":0.8949000239372253,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"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/T11430","display_name":"Disaster Response and Management","score":0.7926999926567078,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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/database","display_name":"Database","score":0.48593869805336},{"id":"https://openalex.org/keywords/pressure-injury","display_name":"Pressure injury","score":0.4624306261539459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44091495871543884},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.37698793411254883},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2876329720020294}],"concepts":[{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.48593869805336},{"id":"https://openalex.org/C2909464295","wikidata":"https://www.wikidata.org/wiki/Q308978","display_name":"Pressure injury","level":2,"score":0.4624306261539459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44091495871543884},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.37698793411254883},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2876329720020294}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000451","qualifier_name":"nursing","is_major_topic":true},{"descriptor_ui":"D003668","descriptor_name":"Pressure Ulcer","qualifier_ui":"Q000451","qualifier_name":"nursing","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":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti251259","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251259","pdf_url":null,"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:40776276","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40776276","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}],"best_oa_location":{"id":"doi:10.3233/shti251259","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti251259","pdf_url":null,"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":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Treatment":[0],"varies":[1],"depending":[2],"on":[3],"the":[4,9,34,37,49,50,63,66,76,88,99,103,107,118],"condition":[5],"and":[6,31,57,82,86,116],"stage":[7],"of":[8,33,36,65,101,106],"pressure":[10,24,44],"injury.":[11,38],"Therefore,":[12],"there":[13],"is":[14,110,120],"a":[15,18,79,83],"need":[16],"for":[17,23,114],"friendly":[19],"non-invasive":[20],"assessment":[21,30,56],"method":[22],"injuries,":[25],"as":[26,28],"well":[27],"regular":[29],"monitoring":[32],"extent":[35],"This":[39],"study":[40],"used":[41],"over":[42],"20,000":[43],"injury":[45],"images":[46],"collected":[47],"in":[48,98],"Comprehensive":[51],"Medical":[52],"Data":[53],"Center.":[54],"Staging":[55],"marking":[58],"were":[59],"performed":[60],"according":[61],"to":[62],"definitions":[64],"NPIAP":[67],"staging":[68],"system":[69],"by":[70],"senior":[71],"nurses.":[72],"We":[73],"randomly":[74],"divided":[75],"photos":[77],"into":[78],"training":[80],"set":[81,85],"validation":[84],"developed":[87],"model":[89,97],"through":[90],"deep":[91],"learning":[92],"methods.":[93],"Using":[94],"Swin":[95],"transformer":[96],"identification":[100,108],"S1-S4,":[102],"F1":[104],"score":[105],"accuracy":[109,119],"about":[111],"0.6-0.8,":[112],"but":[113],"X":[115],"DTI,":[117],"still":[121],"low.":[122]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
