{"id":"https://openalex.org/W2808377480","doi":"https://doi.org/10.1155/2018/4390703","title":"Video Retrieval System for Meniscal Surgery to Improve Health Care Services","display_name":"Video Retrieval System for Meniscal Surgery to Improve Health Care Services","publication_year":2018,"publication_date":"2018-06-14","ids":{"openalex":"https://openalex.org/W2808377480","doi":"https://doi.org/10.1155/2018/4390703","mag":"2808377480"},"language":"en","primary_location":{"id":"doi:10.1155/2018/4390703","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/4390703","pdf_url":"https://downloads.hindawi.com/journals/js/2018/4390703.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"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":"Journal of Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/js/2018/4390703.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076503029","display_name":"Sana Amanat","orcid":"https://orcid.org/0000-0002-1211-6890"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sana Amanat","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Engineering and Technology Lahore, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Engineering and Technology Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101774043","display_name":"Muhammad Idrees","orcid":"https://orcid.org/0000-0003-1309-3042"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Idrees","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Engineering and Technology Lahore Narowal Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Engineering and Technology Lahore Narowal Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007976764","display_name":"Muhammad Usman Ghani Khan","orcid":"https://orcid.org/0000-0001-6733-2569"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Usman Ghani Khan","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Engineering and Technology Lahore, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Engineering and Technology Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019273760","display_name":"Zahoor Ur Rehman","orcid":"https://orcid.org/0000-0001-9968-0330"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zahoor Rehman","raw_affiliation_strings":["Department of Computer Science, Comsats Institute of Information Technology Attock Campus, Attock, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Comsats Institute of Information Technology Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071166643","display_name":"Hangbae Chang","orcid":"https://orcid.org/0000-0001-6098-1419"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hangbae Chang","raw_affiliation_strings":["Department of Industrial Security, College of Business and Economics, Chung-Ang University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Security, College of Business and Economics, Chung-Ang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039355175","display_name":"Irfan Mehmood","orcid":"https://orcid.org/0000-0001-7864-957X"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Irfan Mehmood","raw_affiliation_strings":["Department of Software, Sejong University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Software, Sejong University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072407810","display_name":"Sung Wook Baik","orcid":"https://orcid.org/0000-0002-6678-7788"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Wook Baik","raw_affiliation_strings":["Department of Software, Sejong University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Software, Sejong University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5039355175"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.1903,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.5057825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.965499997138977,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.90829998254776,"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/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.7104478478431702},{"id":"https://openalex.org/keywords/meniscus","display_name":"Meniscus","score":0.616086483001709},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5450740456581116},{"id":"https://openalex.org/keywords/orthopedic-surgery","display_name":"Orthopedic surgery","score":0.5044559240341187},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4636583924293518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40799179673194885},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.3558463752269745},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3285226821899414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31366854906082153},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.21521347761154175},{"id":"https://openalex.org/keywords/incidence","display_name":"Incidence (geometry)","score":0.10811442136764526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09147295355796814}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.7104478478431702},{"id":"https://openalex.org/C189178095","wikidata":"https://www.wikidata.org/wiki/Q15834833","display_name":"Meniscus","level":3,"score":0.616086483001709},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5450740456581116},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.5044559240341187},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4636583924293518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40799179673194885},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.3558463752269745},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3285226821899414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31366854906082153},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.21521347761154175},{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.10811442136764526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09147295355796814},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/4390703","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/4390703","pdf_url":"https://downloads.hindawi.com/journals/js/2018/4390703.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"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":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1014522155d84c7093e60af6d18b04f4","is_oa":true,"landing_page_url":"https://doaj.org/article/1014522155d84c7093e60af6d18b04f4","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":"Journal of Sensors, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/4390703","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/4390703","pdf_url":"https://downloads.hindawi.com/journals/js/2018/4390703.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"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":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G5666352702","display_name":null,"funder_award_id":"2015-0-00938","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G8509183004","display_name":null,"funder_award_id":"2015-0-00938","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808377480.pdf","grobid_xml":"https://content.openalex.org/works/W2808377480.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1586534653","https://openalex.org/W1874224388","https://openalex.org/W1981377530","https://openalex.org/W2064700975","https://openalex.org/W2097233791","https://openalex.org/W2143503168","https://openalex.org/W2151103935","https://openalex.org/W2247425796","https://openalex.org/W2432840732","https://openalex.org/W2559767675","https://openalex.org/W3102322813","https://openalex.org/W4205398292","https://openalex.org/W4239826021","https://openalex.org/W4249022109"],"related_works":["https://openalex.org/W3034955165","https://openalex.org/W2094920358","https://openalex.org/W2041448692","https://openalex.org/W2247121321","https://openalex.org/W2391926582","https://openalex.org/W2087391438","https://openalex.org/W1966831329","https://openalex.org/W2316074893","https://openalex.org/W2020188645","https://openalex.org/W2739923608"],"abstract_inverted_index":{"Meniscal":[0],"surgery":[1,123,221],"is":[2,88,109,133,145,182,223],"considered":[3,110],"the":[4,12,28,34,84,104,106,159,168,188,238],"most":[5],"general":[6],"orthopedic":[7],"process":[8],"that":[9,30,233],"deals":[10],"with":[11,115,212,240],"treatment":[13],"of":[14,37,59,86,99,119,170,184,215,244],"meniscus":[15,71,87,156],"tears":[16,41],"for":[17,155,225],"human":[18,38],"health":[19,193],"care.":[20],"It":[21,196],"leads":[22],"to":[23,27,77,122,187,191],"a":[24,56,89,96,116,149,213],"communal":[25],"contusion":[26],"cartilage":[29],"stabilizes":[31],"and":[32,53,61,80,151,176,207,228],"cushions":[33],"knee":[35],"joints":[36],"beings.":[39],"Such":[40],"can":[42,163],"be":[43],"classified":[44],"into":[45],"different":[46],"categories":[47],"based":[48],"on":[49,147],"age":[50],"group,":[51],"region,":[52],"occupation.":[54],"Further,":[55],"large":[57],"number":[58],"sportsmen":[60],"heavy":[62],"weightlifters":[63],"even":[64],"in":[65,139],"developed":[66],"countries":[67],"are":[68,75],"affected":[69],"by":[70,166,173],"injuries.":[72],"These":[73],"patients":[74,102],"subjected":[76],"arthroscopic":[78],"surgery,":[79],"during":[81],"surgical":[82],"treatment,":[83],"perseverance":[85],"very":[90],"crucial":[91],"task.":[92],"Current":[93],"research":[94,143],"provides":[95],"significant":[97],"ratio":[98],"meniscal":[100,220],"tear":[101],"around":[103],"globe,":[105],"critical":[107],"expanse":[108],"as":[111],"having":[112],"strikingly":[113],"risen":[114],"mean":[117],"annual":[118],"0.066%":[120],"due":[121],"failure.":[124],"To":[125],"decumbent":[126],"this":[127,140],"ratio,":[128],"an":[129,174,241],"innovative":[130],"training":[131],"mechanism":[132],"proposed":[134,160,180],"through":[135],"video":[136,152],"retrieval":[137,153],"system":[138,154,181],"research.":[141],"This":[142],"work":[144],"focussed":[146],"developing":[148],"corpus":[150],"surgery.":[157],"Using":[158],"system,":[161],"surgeons":[162],"access":[164],"guidance":[165],"watching":[167],"videos":[169],"surgeries":[171],"performed":[172],"expert":[175],"their":[177],"seniors.":[178],"The":[179,218,230],"comprised":[183],"four":[185],"approaches":[186],"spatiotemporal":[189],"methodology":[190],"improve":[192],"care":[194],"services.":[195],"entails":[197],"key":[198],"point,":[199],"statistical":[200],"modeling,":[201],"PCA-scale":[202],"invariant":[203],"feature":[204],"transform":[205],"(SIFT),":[206],"PCA-Gaussian":[208],"mixture":[209],"model":[210],"(GMM)":[211],"combination":[214],"sparse-optical":[216],"flow.":[217],"real":[219],"dataset":[222],"used":[224],"testing":[226],"purposes":[227],"evaluation.":[229],"results":[231,239],"conclude":[232],"using":[234],"PCA-SIFT":[235],"approach":[236],"improves":[237],"average":[242],"precision":[243],"0.78.":[245]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}