{"id":"https://openalex.org/W4410296998","doi":"https://doi.org/10.1109/isbi60581.2025.10981110","title":"Classification of Surgeons' Gender from Videos of the Surgical Field","display_name":"Classification of Surgeons' Gender from Videos of the Surgical Field","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410296998","doi":"https://doi.org/10.1109/isbi60581.2025.10981110"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5091908443","display_name":"Nisarg A. Shah","orcid":"https://orcid.org/0000-0001-9113-3965"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nisarg A. Shah","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074020288","display_name":"I Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ibrahim D. Ali","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117518574","display_name":"Rishabh Nanawati","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rishabh Nanawati","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086430462","display_name":"Abdulla Shaheen","orcid":"https://orcid.org/0000-0003-4448-2104"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdulla Shaheen","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117518575","display_name":"Irene Catterson","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Irene Catterson","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101429144","display_name":"Vishal M. Patel","orcid":"https://orcid.org/0000-0001-5083-7632"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vishal M. Patel","raw_affiliation_strings":["Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112422374","display_name":"S. Swaroop Vedula","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Swaroop Vedula","raw_affiliation_strings":["Johns Hopkins University,Malone Center for Engineering in Healthcare,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University,Malone Center for Engineering in Healthcare,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004525625","display_name":"Shameema Sikder","orcid":"https://orcid.org/0000-0003-1578-2546"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shameema Sikder","raw_affiliation_strings":["Wilmer Eye Institute, Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wilmer Eye Institute, Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10843","display_name":"Diversity and Career in Medicine","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10843","display_name":"Diversity and Career in Medicine","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5594221353530884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5324130058288574},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.37278613448143005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3635648190975189},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35987588763237},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09346595406532288}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5594221353530884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5324130058288574},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.37278613448143005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3635648190975189},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35987588763237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09346595406532288},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981110","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.7900000214576721,"display_name":"Gender equality"}],"awards":[{"id":"https://openalex.org/G8441691526","display_name":null,"funder_award_id":"R01EY033065","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2510605706","https://openalex.org/W2954323606","https://openalex.org/W2963155035","https://openalex.org/W3046819526","https://openalex.org/W3153595671","https://openalex.org/W4281628213","https://openalex.org/W4309852624","https://openalex.org/W4312560592","https://openalex.org/W4385245566","https://openalex.org/W4386271237","https://openalex.org/W4404115643"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,29,103],"novel":[3],"approach":[4,79],"to":[5,59,72],"classify":[6],"the":[7,10,16,21,25],"gender":[8,43,54],"of":[9,41],"operating":[11],"surgeon":[12],"in":[13],"videos":[14],"from":[15],"microscope":[17],"(that":[18],"show":[19],"only":[20],"surgical":[22,63,107],"field)":[23],"using":[24],"SurgGender":[26,66],"model":[27],"and":[28,38,48,87,99],"step-based":[30,78],"analysis":[31],"technique.":[32],"This":[33],"method":[34,96],"addresses":[35],"both":[36],"technical":[37],"ethical":[39],"challenges":[40],"implicit":[42],"biases,":[44],"which":[45],"impact":[46],"training":[47],"career":[49],"progression.":[50],"By":[51],"focusing":[52],"on":[53],"classification,":[55],"our":[56],"work":[57],"aims":[58],"support":[60],"equitable,":[61],"context-aware":[62],"systems.":[64],"The":[65],"leverages":[67],"3D":[68],"shifted":[69],"window-based":[70],"self-attention":[71],"capture":[73],"key":[74],"spatialtemporal":[75],"patterns.":[76],"Our":[77],"enhances":[80],"classification":[81],"by":[82],"isolating":[83],"relevant":[84],"video":[85,108],"segments":[86],"reducing":[88],"non-informative":[89],"noise.":[90],"Rigorous":[91],"testing":[92],"demonstrates":[93],"that":[94],"this":[95],"improves":[97],"accuracy":[98],"processing":[100],"efficiency,":[101],"establishing":[102],"foundation":[104],"for":[105],"bias-aware":[106],"analysis.":[109]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}