{"id":"https://openalex.org/W4395080335","doi":"https://doi.org/10.1007/s11517-024-03086-z","title":"Masked autoencoders with generalizable self-distillation for skin lesion segmentation","display_name":"Masked autoencoders with generalizable self-distillation for skin lesion segmentation","publication_year":2024,"publication_date":"2024-04-24","ids":{"openalex":"https://openalex.org/W4395080335","doi":"https://doi.org/10.1007/s11517-024-03086-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/38653880"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-024-03086-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-024-03086-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"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/A5113186207","display_name":"Yichen Zhi","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yichen Zhi","raw_affiliation_strings":["Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060471213","display_name":"Hongxia Bie","orcid":"https://orcid.org/0000-0002-3675-8476"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Bie","raw_affiliation_strings":["Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China. biehx@bupt.edu.cn","Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-3675-8476","affiliations":[{"raw_affiliation_string":"Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China. biehx@bupt.edu.cn","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076261285","display_name":"Jiali Wang","orcid":"https://orcid.org/0000-0002-8916-4372"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiali Wang","raw_affiliation_strings":["Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113186208","display_name":"Lihan Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihan Ren","raw_affiliation_strings":["Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intelligent Media Computing Center, School of Artificial Intelligence,\u00a0Beijing University of Posts and Telecommunications, Beijing, 100876, People's Republic of China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113186207"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09779996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":"7","first_page":"1915","last_page":"1929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/human-physiology","display_name":"Human physiology","score":0.7023310661315918},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6392556428909302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6336681842803955},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.5201892852783203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49798154830932617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4747660160064697},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.4710155725479126},{"id":"https://openalex.org/keywords/artificial-skin","display_name":"Artificial skin","score":0.41058409214019775},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39721915125846863},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3154076635837555},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2958855926990509},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.1641657054424286},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12644818425178528},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11678710579872131}],"concepts":[{"id":"https://openalex.org/C2986265897","wikidata":"https://www.wikidata.org/wiki/Q23852","display_name":"Human physiology","level":2,"score":0.7023310661315918},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6392556428909302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6336681842803955},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.5201892852783203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49798154830932617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4747660160064697},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.4710155725479126},{"id":"https://openalex.org/C175933922","wikidata":"https://www.wikidata.org/wiki/Q3344895","display_name":"Artificial skin","level":2,"score":0.41058409214019775},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39721915125846863},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3154076635837555},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2958855926990509},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.1641657054424286},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12644818425178528},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11678710579872131}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098446","descriptor_name":"Autoencoder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098446","descriptor_name":"Autoencoder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098446","descriptor_name":"Autoencoder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-024-03086-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-024-03086-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:38653880","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38653880","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1981276685","https://openalex.org/W2061253660","https://openalex.org/W2108598243","https://openalex.org/W2147800946","https://openalex.org/W2559989326","https://openalex.org/W2794825826","https://openalex.org/W2888518764","https://openalex.org/W2946260418","https://openalex.org/W2962914239","https://openalex.org/W2963946669","https://openalex.org/W2966333895","https://openalex.org/W2971013993","https://openalex.org/W2999905431","https://openalex.org/W3009563704","https://openalex.org/W3023282579","https://openalex.org/W3034421924","https://openalex.org/W3035524453","https://openalex.org/W3048402654","https://openalex.org/W3102785203","https://openalex.org/W3112976132","https://openalex.org/W3120795911","https://openalex.org/W3133459377","https://openalex.org/W3151130473","https://openalex.org/W3159481202","https://openalex.org/W3165417552","https://openalex.org/W3169044395","https://openalex.org/W3203680076","https://openalex.org/W4200015473","https://openalex.org/W4205189720","https://openalex.org/W4291301110","https://openalex.org/W4306410083","https://openalex.org/W4312804044","https://openalex.org/W4313156423","https://openalex.org/W4313624533","https://openalex.org/W4323357155","https://openalex.org/W4324066096","https://openalex.org/W4361853035","https://openalex.org/W4365443922","https://openalex.org/W4376273001","https://openalex.org/W4379208648","https://openalex.org/W4386352556","https://openalex.org/W4387211248","https://openalex.org/W4394593189","https://openalex.org/W6600336842","https://openalex.org/W6600339457","https://openalex.org/W6600565697","https://openalex.org/W6601266828","https://openalex.org/W6604082056","https://openalex.org/W6604285789","https://openalex.org/W6605755270","https://openalex.org/W6702248584","https://openalex.org/W6819521833"],"related_works":["https://openalex.org/W1965586267","https://openalex.org/W2933370232","https://openalex.org/W2412610115","https://openalex.org/W2804929786","https://openalex.org/W2419154377","https://openalex.org/W2948399186","https://openalex.org/W2468187792","https://openalex.org/W2030187155","https://openalex.org/W2883158803","https://openalex.org/W2139465103"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
