{"id":"https://openalex.org/W4297326107","doi":"https://doi.org/10.1007/s11548-022-02739-4","title":"An explainable machine learning method for assessing surgical skill in liposuction surgery","display_name":"An explainable machine learning method for assessing surgical skill in liposuction surgery","publication_year":2022,"publication_date":"2022-09-27","ids":{"openalex":"https://openalex.org/W4297326107","doi":"https://doi.org/10.1007/s11548-022-02739-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/36167953"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-022-02739-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-022-02739-4","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","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/A5049972277","display_name":"Sutuke Yibulayimu","orcid":"https://orcid.org/0000-0001-5115-9255"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sutuke Yibulayimu","raw_affiliation_strings":["School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059272298","display_name":"Yuneng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuneng Wang","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]},{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076898648","display_name":"Yanzhen Liu","orcid":"https://orcid.org/0000-0003-3766-1171"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuneng Wang","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn","School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]},{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070879298","display_name":"Zhibin Sun","orcid":"https://orcid.org/0000-0001-5072-8567"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanzhen Liu","raw_affiliation_strings":["School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445321","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0003-0467-6465"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Sun","raw_affiliation_strings":["School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China","Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101670423","display_name":"Haiyue Jiang","orcid":"https://orcid.org/0000-0001-8552-7183"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-0467-6465","affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]},{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066195773","display_name":"Facheng Li","orcid":"https://orcid.org/0000-0003-2451-2097"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-0467-6465","affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]},{"raw_affiliation_string":"School of Biomedical Science and Medical Engineering, Beihang University, Beijing, China. wangyu@buaa.edu.cn","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101670423","display_name":"Haiyue Jiang","orcid":"https://orcid.org/0000-0001-8552-7183"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyue Jiang","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066195773","display_name":"Facheng Li","orcid":"https://orcid.org/0000-0003-2451-2097"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Facheng Li","raw_affiliation_strings":["Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Body Contouring and Liposuction Center, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5076898648","https://openalex.org/A5101670423"],"corresponding_institution_ids":["https://openalex.org/I200296433","https://openalex.org/I82880672"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":2.1817,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87746928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"12","first_page":"2325","last_page":"2336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.683899998664856,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.683899998664856,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11728","display_name":"Thyroid and Parathyroid Surgery","score":0.05380000174045563,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12173","display_name":"Body Contouring and Surgery","score":0.04690000042319298,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/liposuction","display_name":"Liposuction","score":0.8979742527008057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4745759963989258},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4640134572982788},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4590749442577362},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42801859974861145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4164651930332184},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3702443242073059},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.32780659198760986}],"concepts":[{"id":"https://openalex.org/C2780140801","wikidata":"https://www.wikidata.org/wiki/Q825490","display_name":"Liposuction","level":2,"score":0.8979742527008057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4745759963989258},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4640134572982788},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4590749442577362},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42801859974861145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4164651930332184},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3702443242073059},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.32780659198760986}],"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":"D002983","descriptor_name":"Clinical Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002983","descriptor_name":"Clinical Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002983","descriptor_name":"Clinical Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","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":"D015187","descriptor_name":"Lipectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015187","descriptor_name":"Lipectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015187","descriptor_name":"Lipectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-022-02739-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-022-02739-4","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:36167953","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36167953","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":"International journal of computer assisted radiology and surgery","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1966375248","https://openalex.org/W2023276160","https://openalex.org/W2060704975","https://openalex.org/W2063599936","https://openalex.org/W2090013044","https://openalex.org/W2115173015","https://openalex.org/W2129888542","https://openalex.org/W2144641257","https://openalex.org/W2282821441","https://openalex.org/W2295598076","https://openalex.org/W2316589811","https://openalex.org/W2558121610","https://openalex.org/W2576404523","https://openalex.org/W2618851150","https://openalex.org/W2791816859","https://openalex.org/W2791900323","https://openalex.org/W2807902000","https://openalex.org/W2888774151","https://openalex.org/W2892741787","https://openalex.org/W2916247357","https://openalex.org/W2964446959","https://openalex.org/W2999615587","https://openalex.org/W3099358007","https://openalex.org/W3103878770","https://openalex.org/W3118449295","https://openalex.org/W4200310389","https://openalex.org/W4236769738","https://openalex.org/W6695661434"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W2623427976","https://openalex.org/W3200179079","https://openalex.org/W4249229055","https://openalex.org/W2556319748","https://openalex.org/W2512018286","https://openalex.org/W4310989423","https://openalex.org/W3158264953"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}
