{"id":"https://openalex.org/W3144790505","doi":"https://doi.org/10.1155/2021/5514224","title":"A Framework for Automatic Burn Image Segmentation and Burn Depth Diagnosis Using Deep Learning","display_name":"A Framework for Automatic Burn Image Segmentation and Burn Depth Diagnosis Using Deep Learning","publication_year":2021,"publication_date":"2021-04-07","ids":{"openalex":"https://openalex.org/W3144790505","doi":"https://doi.org/10.1155/2021/5514224","mag":"3144790505","pmid":"https://pubmed.ncbi.nlm.nih.gov/33880130"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5514224","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5514224","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5514224.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2021/5514224.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100666303","display_name":"Hao Liu","orcid":"https://orcid.org/0000-0003-4700-7755"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Liu","raw_affiliation_strings":["Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081891978","display_name":"Keqiang Yue","orcid":"https://orcid.org/0000-0003-0880-9798"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Keqiang Yue","raw_affiliation_strings":["Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544439","display_name":"Siyi Cheng","orcid":"https://orcid.org/0000-0003-2822-6653"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyi Cheng","raw_affiliation_strings":["Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446249","display_name":"Wenjun Li","orcid":"https://orcid.org/0000-0001-6788-3256"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjun Li","raw_affiliation_strings":["Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of RF Circuits and Systems, Ministry of Education, Hangzhou Dianzi University, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048625384","display_name":"Zhihui Fu","orcid":"https://orcid.org/0000-0002-9444-5531"},"institutions":[{"id":"https://openalex.org/I4210119853","display_name":"Zhejiang Hospital","ror":"https://ror.org/02kzr5g33","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Fu","raw_affiliation_strings":["The People\u2019s Hospital of Jianggan District, Hangzhou, Zhejiang, China","The People's Hospital of Jianggan District, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"The People\u2019s Hospital of Jianggan District, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210119853"]},{"raw_affiliation_string":"The People's Hospital of Jianggan District, Hangzhou, Zhejiang, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081891978","https://openalex.org/A5100446249"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":3.5649,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92353958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11422","display_name":"Burn Injury Management and Outcomes","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.9721999764442444,"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/segmentation","display_name":"Segmentation","score":0.7485142350196838},{"id":"https://openalex.org/keywords/burn-injury","display_name":"Burn injury","score":0.7286053895950317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5461224317550659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5084797143936157},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5010485649108887},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4821421802043915},{"id":"https://openalex.org/keywords/total-body-surface-area","display_name":"Total body surface area","score":0.480800062417984},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34152331948280334},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3104340434074402},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.20197179913520813}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7485142350196838},{"id":"https://openalex.org/C2993242423","wikidata":"https://www.wikidata.org/wiki/Q170518","display_name":"Burn injury","level":2,"score":0.7286053895950317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5461224317550659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5084797143936157},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5010485649108887},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4821421802043915},{"id":"https://openalex.org/C2776782833","wikidata":"https://www.wikidata.org/wiki/Q3454235","display_name":"Total body surface area","level":2,"score":0.480800062417984},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34152331948280334},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3104340434074402},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.20197179913520813}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000473","qualifier_name":"pathology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/5514224","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5514224","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5514224.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:33880130","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33880130","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":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:8789cdaeb0e8414b8909a413752fa3bc","is_oa":true,"landing_page_url":"https://doaj.org/article/8789cdaeb0e8414b8909a413752fa3bc","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8046560","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8046560","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Math Methods Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/5514224","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5514224","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5514224.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3144790505.pdf","grobid_xml":"https://content.openalex.org/works/W3144790505.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1905829557","https://openalex.org/W1974557101","https://openalex.org/W2013949315","https://openalex.org/W2028562854","https://openalex.org/W2038569144","https://openalex.org/W2061604583","https://openalex.org/W2112424392","https://openalex.org/W2194775991","https://openalex.org/W2286929393","https://openalex.org/W2331507674","https://openalex.org/W2395611524","https://openalex.org/W2465635242","https://openalex.org/W2497928028","https://openalex.org/W2507296351","https://openalex.org/W2513796749","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2761334092","https://openalex.org/W2884561390","https://openalex.org/W2884822772","https://openalex.org/W2924464923","https://openalex.org/W2925489996","https://openalex.org/W2940262938","https://openalex.org/W2962949934","https://openalex.org/W2963840672","https://openalex.org/W2985963903","https://openalex.org/W3035160371","https://openalex.org/W4211234775","https://openalex.org/W4308909683","https://openalex.org/W6687483927","https://openalex.org/W6723748515","https://openalex.org/W6730342312"],"related_works":["https://openalex.org/W2740612464","https://openalex.org/W2060853010","https://openalex.org/W2059588918","https://openalex.org/W770530680","https://openalex.org/W2770707819","https://openalex.org/W2894394048","https://openalex.org/W2035189861","https://openalex.org/W2065221180","https://openalex.org/W2620482206","https://openalex.org/W63504613"],"abstract_inverted_index":{"Burn":[0],"is":[1,83,103,107,157,196],"a":[2],"common":[3],"traumatic":[4],"disease":[5],"with":[6,74,172],"high":[7],"morbidity":[8],"and":[9,17,23,48,58,66,79,99,147,181],"mortality.":[10],"The":[11,105],"treatment":[12],"of":[13,20,38,44,124,127,150,174,179],"burns":[14,45],"requires":[15],"accurate":[16],"reliable":[18],"diagnosis":[19,43,61,102],"burn":[21,24,39,60,68,72,76,80,96,100,113,117,129,152,162,180,183,188],"wounds":[22],"depth,":[25],"which":[26],"can":[27,138],"save":[28],"lives":[29],"in":[30,115,131],"some":[31],"cases.":[32],"However,":[33],"due":[34],"to":[35,56,62,110,159],"the":[36,41,71,112,116,122,125,128,132,143,148,151,155,166,169,177,192],"complexity":[37],"wounds,":[40],"early":[42],"lacks":[46],"accuracy":[47],"difference.":[49],"Therefore,":[50],"we":[51],"use":[52],"deep":[53,91],"learning":[54,92],"technology":[55],"automate":[57],"standardize":[59],"reduce":[63],"human":[64],"errors":[65],"improve":[67],"diagnosis.":[69],"First,":[70],"dataset":[73],"detailed":[75],"area":[77,97,114,130,136],"segmentation":[78,98,178],"depth":[81,101,163,189],"labelling":[82],"created.":[84],"Then,":[85,154],"an":[86],"end-to-end":[87],"framework":[88,106,156],"based":[89],"on":[90],"method":[93],"for":[94,176,186],"advanced":[95],"proposed.":[104],"firstly":[108],"used":[109,158],"segment":[111,160],"images.":[118],"On":[119],"this":[120],"basis,":[121],"calculation":[123],"percentage":[126],"total":[133],"body":[134],"surface":[135],"(TBSA)":[137],"be":[139],"realized":[140],"by":[141],"extending":[142],"network":[144,167],"output":[145],"structure":[146],"labels":[149],"dataset.":[153],"multiple":[161,187],"areas.":[164],"Finally,":[165],"achieves":[168],"best":[170,193],"result":[171],"IOU":[173,195],"0.8467":[175],"no":[182],"area.":[184],"And":[185],"areas":[190],"segmentation,":[191],"average":[194],"0.5144.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
