{"id":"https://openalex.org/W3011783795","doi":"https://doi.org/10.1109/access.2020.2980025","title":"Automatic Segmentation of Multiple Structures in Knee Arthroscopy Using Deep Learning","display_name":"Automatic Segmentation of Multiple Structures in Knee Arthroscopy Using Deep Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011783795","doi":"https://doi.org/10.1109/access.2020.2980025","mag":"3011783795"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2980025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032130.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032130.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039829047","display_name":"Yaqub Jonmohamadi","orcid":"https://orcid.org/0000-0002-2912-0554"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yaqub Jonmohamadi","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2912-0554","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069057032","display_name":"Yu Takeda","orcid":"https://orcid.org/0000-0002-2405-9678"},"institutions":[{"id":"https://openalex.org/I137459256","display_name":"Hyogo Medical University","ror":"https://ror.org/001yc7927","country_code":"JP","type":"education","lineage":["https://openalex.org/I137459256"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yu Takeda","raw_affiliation_strings":["Department of Orthopaedic Surgery, Hyogo College of Medicine, Nishinomiya, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Hyogo College of Medicine, Nishinomiya, Japan","institution_ids":["https://openalex.org/I137459256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049297116","display_name":"Fengbei Liu","orcid":"https://orcid.org/0000-0003-0355-2006"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fengbei Liu","raw_affiliation_strings":["School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061371624","display_name":"Fumio Sasazawa","orcid":"https://orcid.org/0000-0002-0661-7525"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumio Sasazawa","raw_affiliation_strings":["Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021379494","display_name":"Gabriel Maicas","orcid":"https://orcid.org/0000-0002-0490-7633"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gabriel Maicas","raw_affiliation_strings":["School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006427323","display_name":"Ross Crawford","orcid":"https://orcid.org/0000-0001-6079-1316"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ross Crawford","raw_affiliation_strings":["Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081990588","display_name":"Jonathan Roberts","orcid":"https://orcid.org/0000-0003-2318-3623"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jonathan Roberts","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078690675","display_name":"Ajay K. Pandey","orcid":"https://orcid.org/0000-0002-6599-745X"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ajay K. Pandey","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029215323","display_name":"Gustavo Carneiro","orcid":"https://orcid.org/0000-0002-5571-6220"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gustavo Carneiro","raw_affiliation_strings":["School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Australian Institute for Machine Learning, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4736,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.88859224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"51853","last_page":"51861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.982699990272522,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9782999753952026,"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/segmentation","display_name":"Segmentation","score":0.7277523279190063},{"id":"https://openalex.org/keywords/knee-arthroscopy","display_name":"Knee arthroscopy","score":0.6602523922920227},{"id":"https://openalex.org/keywords/tibia","display_name":"Tibia","score":0.6106541156768799},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6071917414665222},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6041973233222961},{"id":"https://openalex.org/keywords/arthroscopy","display_name":"Arthroscopy","score":0.5542848110198975},{"id":"https://openalex.org/keywords/cadaver","display_name":"Cadaver","score":0.5259501934051514},{"id":"https://openalex.org/keywords/meniscus","display_name":"Meniscus","score":0.5178294777870178},{"id":"https://openalex.org/keywords/anterior-cruciate-ligament","display_name":"Anterior cruciate ligament","score":0.5131528973579407},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5088384747505188},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.484684020280838},{"id":"https://openalex.org/keywords/femur","display_name":"Femur","score":0.47890129685401917},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4113549590110779},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3170187175273895},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.19569718837738037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08954668045043945}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7277523279190063},{"id":"https://openalex.org/C2910097266","wikidata":"https://www.wikidata.org/wiki/Q708232","display_name":"Knee arthroscopy","level":3,"score":0.6602523922920227},{"id":"https://openalex.org/C2777236700","wikidata":"https://www.wikidata.org/wiki/Q178366","display_name":"Tibia","level":2,"score":0.6106541156768799},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6071917414665222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6041973233222961},{"id":"https://openalex.org/C2779162959","wikidata":"https://www.wikidata.org/wiki/Q708232","display_name":"Arthroscopy","level":2,"score":0.5542848110198975},{"id":"https://openalex.org/C91762617","wikidata":"https://www.wikidata.org/wiki/Q48422","display_name":"Cadaver","level":2,"score":0.5259501934051514},{"id":"https://openalex.org/C189178095","wikidata":"https://www.wikidata.org/wiki/Q15834833","display_name":"Meniscus","level":3,"score":0.5178294777870178},{"id":"https://openalex.org/C2778434673","wikidata":"https://www.wikidata.org/wiki/Q611127","display_name":"Anterior cruciate ligament","level":2,"score":0.5131528973579407},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5088384747505188},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.484684020280838},{"id":"https://openalex.org/C2780554211","wikidata":"https://www.wikidata.org/wiki/Q176503","display_name":"Femur","level":2,"score":0.47890129685401917},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4113549590110779},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3170187175273895},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.19569718837738037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08954668045043945},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2020.2980025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032130.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.qut.edu.au:200000","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/200000/2/59198163.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"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":"IEEE Access","raw_type":"Contribution to Journal"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/125025","is_oa":true,"landing_page_url":"http://hdl.handle.net/2440/125025","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"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":"http://dx.doi.org/10.1109/access.2020.2980025","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:db2933994d55475c920a1313d13b3c43","is_oa":true,"landing_page_url":"https://doaj.org/article/db2933994d55475c920a1313d13b3c43","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 51853-51861 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2980025","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032130.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5498226818","display_name":null,"funder_award_id":"AISRF53820","funder_id":"https://openalex.org/F4320334717","funder_display_name":"Australia-India Strategic Research Fund"},{"id":"https://openalex.org/G5925986874","display_name":null,"funder_award_id":"project1400000856","funder_id":"https://openalex.org/F4320320983","funder_display_name":"Queensland University of Technology"},{"id":"https://openalex.org/G790145772","display_name":"Deep reinforcement learning for discovering and visualising biomarkers","funder_award_id":"DP180103232","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320320983","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"},{"id":"https://openalex.org/F4320334717","display_name":"Australia-India Strategic Research Fund","ror":"https://ror.org/04k59bg10"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011783795.pdf","grobid_xml":"https://content.openalex.org/works/W3011783795.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W43407050","https://openalex.org/W317170363","https://openalex.org/W1498436455","https://openalex.org/W1522301498","https://openalex.org/W1590518343","https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1932469787","https://openalex.org/W1968110267","https://openalex.org/W1981021845","https://openalex.org/W2000289095","https://openalex.org/W2018106286","https://openalex.org/W2034166226","https://openalex.org/W2049247209","https://openalex.org/W2062433642","https://openalex.org/W2077251622","https://openalex.org/W2107488381","https://openalex.org/W2108598243","https://openalex.org/W2146082292","https://openalex.org/W2147800946","https://openalex.org/W2156967881","https://openalex.org/W2194775991","https://openalex.org/W2212883260","https://openalex.org/W2253429366","https://openalex.org/W2266464013","https://openalex.org/W2316690765","https://openalex.org/W2346062110","https://openalex.org/W2381189904","https://openalex.org/W2469107318","https://openalex.org/W2571807506","https://openalex.org/W2587548977","https://openalex.org/W2592929672","https://openalex.org/W2607182420","https://openalex.org/W2609546627","https://openalex.org/W2618237340","https://openalex.org/W2631883531","https://openalex.org/W2737373222","https://openalex.org/W2755930428","https://openalex.org/W2792767783","https://openalex.org/W2793444752","https://openalex.org/W2799881279","https://openalex.org/W2803537647","https://openalex.org/W2807050405","https://openalex.org/W2807810534","https://openalex.org/W2884436604","https://openalex.org/W2899771611","https://openalex.org/W2909237156","https://openalex.org/W2910340989","https://openalex.org/W2953384591","https://openalex.org/W2962914239","https://openalex.org/W2963647178","https://openalex.org/W2975919136","https://openalex.org/W2979630916","https://openalex.org/W3100555247","https://openalex.org/W3105950366","https://openalex.org/W3106061934","https://openalex.org/W6631190155","https://openalex.org/W6637242042","https://openalex.org/W6639824700","https://openalex.org/W6713134421","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W1967239289","https://openalex.org/W2351460941","https://openalex.org/W4316115774","https://openalex.org/W2351130582","https://openalex.org/W2376710581","https://openalex.org/W1991873619","https://openalex.org/W4387499358","https://openalex.org/W1992978611","https://openalex.org/W2613856006","https://openalex.org/W2412098493"],"abstract_inverted_index":{"Minimally":[0],"invasive":[1],"surgery":[2],"(MIS)":[3],"is":[4,27,196],"among":[5],"the":[6,35,57,62,79,97,106,150,153,161,164,181,189,192,206],"preferred":[7],"procedures":[8],"for":[9,44,96,105,113,156,169,205,214],"treating":[10],"a":[11,102],"number":[12],"of":[13,56,78,109,119,197,202],"ailments":[14],"as":[15,50,52,219],"patients":[16],"benefit":[17],"from":[18,124],"fast":[19],"recovery":[20],"and":[21,38,54,59,130,145,152,173,183,221],"reduced":[22],"blood":[23],"loss.":[24],"The":[25,116],"trade-off":[26],"that":[28],"surgeons":[29],"lose":[30],"direct":[31],"visual":[32],"contact":[33],"with":[34,89],"surgical":[36,207],"site":[37],"have":[39,83],"limited":[40],"intra-operative":[41],"imaging":[42],"techniques":[43],"real-time":[45],"feedback.":[46],"Computer":[47],"vision":[48],"methods":[49],"well":[51],"segmentation":[53,108,158,194],"tracking":[55],"tissues":[58],"tools":[60],"in":[61,81,200],"video":[63],"frames,":[64],"are":[65,175],"increasingly":[66],"being":[67],"adopted":[68],"to":[69,71],"MIS":[70,82],"alleviate":[72],"such":[73,218],"limitations.":[74],"So":[75],"far,":[76],"most":[77],"advances":[80],"been":[84],"focused":[85],"on":[86,92],"laparoscopic":[87],"applications,":[88],"scarce":[90],"literature":[91],"knee":[93,114],"arthroscopy.":[94,115],"Here":[95],"first":[98],"time,":[99],"we":[100],"propose":[101],"new":[103],"method":[104,195],"automatic":[107],"multiple":[110],"tissue":[111],"structures":[112],"training":[117],"data":[118],"3868":[120],"images":[121],"were":[122],"collected":[123],"4":[125],"cadaver":[126],"experiments,":[127],"5":[128],"knees,":[129],"manually":[131],"contoured":[132],"by":[133],"two":[134],"clinicians":[135],"into":[136],"four":[137],"classes:":[138],"Femur,":[139,170],"Anterior":[140],"Cruciate":[141],"Ligament":[142],"(ACL),":[143],"Tibia,":[144,171],"Meniscus.":[146],"Our":[147],"approach":[148],"adapts":[149],"U-net":[151,182],"U-net++":[154],"architectures":[155],"this":[157],"task.":[159],"Using":[160],"cross-validation":[162],"experiment,":[163],"mean":[165],"Dice":[166],"similarity":[167],"coefficients":[168],"ACL,":[172],"Meniscus":[174],"0.78,":[176],"0.50,":[177,185],"0.41,":[178],"0.43":[179],"using":[180,188],"0.79,":[184],"0.51,":[186],"0.48":[187],"U-net++.":[190],"While":[191],"reported":[193],"great":[198],"applicability":[199],"terms":[201],"contextual":[203],"awareness":[204],"team,":[208],"it":[209],"can":[210],"also":[211],"be":[212],"used":[213],"medical":[215],"robotic":[216],"applications":[217],"SLAM":[220],"depth":[222],"mapping.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
