{"id":"https://openalex.org/W4281488507","doi":"https://doi.org/10.3233/shti220397","title":"An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg Ulcers","display_name":"An Image Based Object Recognition System for Wound Detection and Classification of Diabetic Foot and Venous Leg Ulcers","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281488507","doi":"https://doi.org/10.3233/shti220397","pmid":"https://pubmed.ncbi.nlm.nih.gov/35612017"},"language":"en","primary_location":{"id":"doi:10.3233/shti220397","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220397","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220397","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/SHTI220397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056881652","display_name":"Jens H\u00fcsers","orcid":"https://orcid.org/0000-0003-3324-9155"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens H\u00fcsers","raw_affiliation_strings":["Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071324328","display_name":"Maurice Moelleken","orcid":"https://orcid.org/0000-0002-5517-8696"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maurice Moelleken","raw_affiliation_strings":["Department of Dermatology, Venerology and Allergology, University Hospital of Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Venerology and Allergology, University Hospital of Essen, Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108024956","display_name":"Mats L. Richter","orcid":"https://orcid.org/0000-0002-0991-3047"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mats L. Richter","raw_affiliation_strings":["Institute of Cognitive Science, Osnabr\u00fcck University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, Osnabr\u00fcck University, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079141190","display_name":"Mareike Przysucha","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mareike Przysucha","raw_affiliation_strings":["Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078387658","display_name":"Leila Malihi","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leila Malihi","raw_affiliation_strings":["Institute of Cognitive Science, Osnabr\u00fcck University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, Osnabr\u00fcck University, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023430241","display_name":"Dorothee Busch","orcid":"https://orcid.org/0000-0001-5176-8157"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dorothee Busch","raw_affiliation_strings":["Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I181369854","https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109503129","display_name":"Nina-Alexandra G\u00f6tz","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nina-Alexandra G\u00f6tz","raw_affiliation_strings":["Department New Public Health, Osnabr\u00fcck University, Germany"],"affiliations":[{"raw_affiliation_string":"Department New Public Health, Osnabr\u00fcck University, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059723228","display_name":"Jan Heggemann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jan Heggemann","raw_affiliation_strings":["Christian Hospital Melle, Niels Stensen Hospitals, Germany"],"affiliations":[{"raw_affiliation_string":"Christian Hospital Melle, Niels Stensen Hospitals, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078105698","display_name":"Guido Hafer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guido Hafer","raw_affiliation_strings":["Christian Hospital Melle, Niels Stensen Hospitals, Germany"],"affiliations":[{"raw_affiliation_string":"Christian Hospital Melle, Niels Stensen Hospitals, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082533786","display_name":"Stefan Wiemeyer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Wiemeyer","raw_affiliation_strings":["Christian Hospital Melle, Niels Stensen Hospitals, Germany"],"affiliations":[{"raw_affiliation_string":"Christian Hospital Melle, Niels Stensen Hospitals, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056406460","display_name":"Birgit Babitsch","orcid":"https://orcid.org/0000-0002-8722-3332"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birgit Babitsch","raw_affiliation_strings":["Department New Public Health, Osnabr\u00fcck University, Germany"],"affiliations":[{"raw_affiliation_string":"Department New Public Health, Osnabr\u00fcck University, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036545001","display_name":"Gunther Heidemann","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunther Heidemann","raw_affiliation_strings":["Institute of Cognitive Science, Osnabr\u00fcck University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, Osnabr\u00fcck University, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020036117","display_name":"Joachim Dissemond","orcid":"https://orcid.org/0000-0003-3893-328X"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Dissemond","raw_affiliation_strings":["Department of Dermatology, Venerology and Allergology, University Hospital of Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Venerology and Allergology, University Hospital of Essen, Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027523442","display_name":"Cornelia Erfurt\u2010Berge","orcid":"https://orcid.org/0000-0002-3722-6383"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]},{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cornelia Erfurt-Berge","raw_affiliation_strings":["Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-N\u00fcrnberg, Germany","institution_ids":["https://openalex.org/I181369854","https://openalex.org/I4210088053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002609656","display_name":"Ursula H\u00fcbner","orcid":"https://orcid.org/0000-0001-5372-2339"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ursula H\u00fcbner","raw_affiliation_strings":["Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany"],"affiliations":[{"raw_affiliation_string":"Health Informatics Research Group, Osnabr\u00fcck University of AS, Germany","institution_ids":["https://openalex.org/I170658231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5056881652"],"corresponding_institution_ids":["https://openalex.org/I170658231"],"apc_list":null,"apc_paid":null,"fwci":8.6106,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97511312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"294","issue":null,"first_page":"63","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"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/T10771","display_name":"Wound Healing and Treatments","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9878000020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-foot","display_name":"Diabetic foot","score":0.7892072200775146},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7128810882568359},{"id":"https://openalex.org/keywords/diabetic-foot-ulcer","display_name":"Diabetic foot ulcer","score":0.5786451101303101},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5263482332229614},{"id":"https://openalex.org/keywords/venous-leg-ulcer","display_name":"Venous leg ulcer","score":0.4889339506626129},{"id":"https://openalex.org/keywords/wound-care","display_name":"Wound care","score":0.470664381980896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46692606806755066},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4211246967315674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3659692704677582},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33513301610946655},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.25645774602890015},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.2112448513507843},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09294581413269043}],"concepts":[{"id":"https://openalex.org/C2777858829","wikidata":"https://www.wikidata.org/wiki/Q52856","display_name":"Diabetic foot","level":3,"score":0.7892072200775146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7128810882568359},{"id":"https://openalex.org/C2778144972","wikidata":"https://www.wikidata.org/wiki/Q52859","display_name":"Diabetic foot ulcer","level":4,"score":0.5786451101303101},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5263482332229614},{"id":"https://openalex.org/C2780952370","wikidata":"https://www.wikidata.org/wiki/Q1573613","display_name":"Venous leg ulcer","level":2,"score":0.4889339506626129},{"id":"https://openalex.org/C2993807428","wikidata":"https://www.wikidata.org/wiki/Q25324087","display_name":"Wound care","level":2,"score":0.470664381980896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46692606806755066},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4211246967315674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3659692704677582},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33513301610946655},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.25645774602890015},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.2112448513507843},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09294581413269043},{"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/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[{"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":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","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":"D007871","descriptor_name":"Leg Ulcer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007871","descriptor_name":"Leg Ulcer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007871","descriptor_name":"Leg Ulcer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014945","descriptor_name":"Wound Healing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014945","descriptor_name":"Wound Healing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014945","descriptor_name":"Wound Healing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017719","descriptor_name":"Diabetic Foot","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D017719","descriptor_name":"Diabetic Foot","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D017719","descriptor_name":"Diabetic Foot","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti220397","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220397","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220397","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:35612017","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35612017","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:opus.hs-osnabrueck.de:3573","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bsz:959-opus-35738","pdf_url":null,"source":{"id":"https://openalex.org/S4306402078","display_name":"University of Applied Sciences Library (University of Osnabrueck)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210159638","host_organization_name":"Hochschule Osnabr\u00fcck","host_organization_lineage":["https://openalex.org/I4210159638"],"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":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":{"id":"doi:10.3233/shti220397","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220397","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220397","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":[{"display_name":"Good health and well-being","score":0.550000011920929,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G300463741","display_name":null,"funder_award_id":"16SV8616","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281488507.pdf","grobid_xml":"https://content.openalex.org/works/W4281488507.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2042667699","https://openalex.org/W3091352081","https://openalex.org/W3115493586","https://openalex.org/W3174248541","https://openalex.org/W6947979662"],"related_works":["https://openalex.org/W2615049903","https://openalex.org/W2058392784","https://openalex.org/W2302613141","https://openalex.org/W2766373847","https://openalex.org/W3114544267","https://openalex.org/W4309534479","https://openalex.org/W2329788350","https://openalex.org/W4214807319","https://openalex.org/W4387357823","https://openalex.org/W2277245862"],"abstract_inverted_index":{"Venous":[0],"leg":[1],"ulcers":[2,6],"and":[3,36,79,103,116],"diabetic":[4],"foot":[5],"are":[7,139],"the":[8,20,32,51,67,75,90,96,100,134,148,151],"most":[9],"common":[10],"chronic":[11],"wounds.":[12],"Their":[13],"prevalence":[14],"has":[15],"been":[16],"increasing":[17],"significantly":[18],"over":[19],"last":[21],"years,":[22],"consuming":[23],"scarce":[24],"care":[25],"resources.":[26],"This":[27],"study":[28],"aimed":[29],"to":[30,59,95],"explore":[31],"performance":[33],"of":[34,42,50,54,66,126,136,150],"detection":[35,115],"classification":[37,117],"algorithms":[38,49],"for":[39],"these":[40],"types":[41],"wounds":[43],"in":[44,99,129],"images.":[45],"To":[46,132],"this":[47],"end,":[48],"YoloV5":[52],"family":[53],"pre-trained":[55],"models":[56],"were":[57,105],"applied":[58],"885":[60],"images":[61],"containing":[62],"at":[63],"least":[64],"one":[65],"two":[68],"wound":[69,114,127],"types.":[70],"The":[71],"YoloV5m6":[72],"model":[73],"provided":[74],"highest":[76],"precision":[77,102],"(0.942)":[78],"a":[80,120,142],"high":[81],"recall":[82,104],"value":[83,92],"(0.837).":[84],"Its":[85],"mAP_0.5:0.95":[86],"was":[87],"0.642.":[88],"While":[89],"latter":[91],"is":[93],"comparable":[94],"ones":[97],"reported":[98],"literature,":[101],"considerably":[106],"higher.":[107],"In":[108],"conclusion,":[109],"our":[110],"results":[111],"on":[112],"good":[113],"may":[118],"reveal":[119],"path":[121],"towards":[122],"(semi-)":[123],"automated":[124],"entry":[125],"information":[128],"patient":[130],"records.":[131],"strengthen":[133],"trust":[135],"clinicians,":[137],"we":[138],"currently":[140],"incorporating":[141],"dashboard":[143],"where":[144],"clinicians":[145],"can":[146],"check":[147],"validity":[149],"predictions":[152],"against":[153],"their":[154],"expertise.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
