{"id":"https://openalex.org/W3186579399","doi":"https://doi.org/10.1007/s10278-021-00490-x","title":"Software-Based Method for Automated Segmentation and Measurement of Wounds on Photographs Using Mask R-CNN: a Validation Study","display_name":"Software-Based Method for Automated Segmentation and Measurement of Wounds on Photographs Using Mask R-CNN: a Validation Study","publication_year":2021,"publication_date":"2021-07-29","ids":{"openalex":"https://openalex.org/W3186579399","doi":"https://doi.org/10.1007/s10278-021-00490-x","mag":"3186579399","pmid":"https://pubmed.ncbi.nlm.nih.gov/34327626"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-021-00490-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-021-00490-x","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8455799","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017833377","display_name":"Maxim Privalov","orcid":"https://orcid.org/0000-0001-5360-2054"},"institutions":[{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maxim Privalov","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053967920","display_name":"Nils Beisemann","orcid":"https://orcid.org/0009-0002-2113-7367"},"institutions":[{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Beisemann","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014479942","display_name":"Jan El Barbari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan El Barbari","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054008344","display_name":"Eric Mandelka","orcid":"https://orcid.org/0000-0002-7337-2783"},"institutions":[{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eric Mandelka","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044721169","display_name":"Michael G. M\u00fcller","orcid":"https://orcid.org/0000-0001-7025-5090"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael M\u00fcller","raw_affiliation_strings":["Mbits Imaging GmbH, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mbits Imaging GmbH, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066078456","display_name":"Hannah Syrek","orcid":"https://orcid.org/0000-0003-2161-4987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hannah Syrek","raw_affiliation_strings":["Mbits Imaging GmbH, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mbits Imaging GmbH, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111616421","display_name":"Paul Alfred Gr\u00fctzner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Alfred Gr\u00fctzner","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080212903","display_name":"Sven Y. Vetter","orcid":"https://orcid.org/0000-0001-8024-9276"},"institutions":[{"id":"https://openalex.org/I230073098","display_name":"Ludwigshafen University of Business and Society","ror":"https://ror.org/042xxdh20","country_code":"DE","type":"education","lineage":["https://openalex.org/I230073098"]},{"id":"https://openalex.org/I4210130435","display_name":"Klinikum Ludwigshafen","ror":"https://ror.org/037wq4b75","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210130435"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sven Yves Vetter","raw_affiliation_strings":["BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany. sven.vetter@bgu-ludwigshafen.de","BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8024-9276","affiliations":[{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany. sven.vetter@bgu-ludwigshafen.de","institution_ids":["https://openalex.org/I230073098","https://openalex.org/I4210130435"]},{"raw_affiliation_string":"BG Trauma Center Ludwigshafen, Trauma and Orthopaedic Surgery, Ludwigshafen am Rhein, Germany","institution_ids":["https://openalex.org/I4210130435"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080212903"],"corresponding_institution_ids":["https://openalex.org/I230073098","https://openalex.org/I4210130435"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":2.9977,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90797132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"34","issue":"4","first_page":"788","last_page":"797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9973000288009644,"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":0.9973000288009644,"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/T10771","display_name":"Wound Healing and Treatments","score":0.9937999844551086,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8257009387016296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6548354625701904},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6358809471130371},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5941348671913147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5918872356414795},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.582334041595459},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48618167638778687},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.48091360926628113},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41003817319869995},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3230797052383423}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8257009387016296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6548354625701904},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6358809471130371},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5941348671913147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5918872356414795},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.582334041595459},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48618167638778687},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.48091360926628113},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41003817319869995},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3230797052383423},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-021-00490-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-021-00490-x","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"0897-1889","issn":["0897-1889","1618-727X","2948-2925","2948-2933"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:34327626","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34327626","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":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8455799","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8455799","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8455799","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8455799","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W113492139","https://openalex.org/W1532181793","https://openalex.org/W1861492603","https://openalex.org/W1894458400","https://openalex.org/W1927649329","https://openalex.org/W1942287116","https://openalex.org/W1987869189","https://openalex.org/W1992676163","https://openalex.org/W1993751961","https://openalex.org/W2006808743","https://openalex.org/W2012894674","https://openalex.org/W2022682725","https://openalex.org/W2030159679","https://openalex.org/W2072221454","https://openalex.org/W2098335153","https://openalex.org/W2100057952","https://openalex.org/W2113641540","https://openalex.org/W2165698076","https://openalex.org/W2216125271","https://openalex.org/W2293652202","https://openalex.org/W2295582178","https://openalex.org/W2330113697","https://openalex.org/W2467059627","https://openalex.org/W2497708464","https://openalex.org/W2534299759","https://openalex.org/W2555182955","https://openalex.org/W2581082771","https://openalex.org/W2605778490","https://openalex.org/W2611775752","https://openalex.org/W2622124690","https://openalex.org/W2743941165","https://openalex.org/W2806070179","https://openalex.org/W2809254203","https://openalex.org/W2921060027","https://openalex.org/W2938965777","https://openalex.org/W2943412658","https://openalex.org/W2953403298","https://openalex.org/W2963136578","https://openalex.org/W2963150697","https://openalex.org/W6736004468"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2005437358","https://openalex.org/W1669643531","https://openalex.org/W2008656436","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W2110230079","https://openalex.org/W1982826852","https://openalex.org/W2613186388","https://openalex.org/W1967061043"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
