{"id":"https://openalex.org/W4409641958","doi":"https://doi.org/10.1109/tim.2025.3563022","title":"Identifying and Predicting Voluntary Peeling Force in Continuous Curvilinear Capsulorhexis Considering Species Differences","display_name":"Identifying and Predicting Voluntary Peeling Force in Continuous Curvilinear Capsulorhexis Considering Species Differences","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409641958","doi":"https://doi.org/10.1109/tim.2025.3563022"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3563022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3563022","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","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/A5057178306","display_name":"Yu Zheng","orcid":"https://orcid.org/0000-0002-1220-5711"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Zheng","raw_affiliation_strings":["College of Automation and College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Automation and College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107383852","display_name":"Yang Yang","orcid":null},"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":"Yang Yang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101074181","display_name":"Ke Ma","orcid":"https://orcid.org/0009-0009-1270-7808"},"institutions":[{"id":"https://openalex.org/I1294606314","display_name":"Beijing Tongren Hospital","ror":"https://ror.org/013e4n276","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294606314"]},{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Ma","raw_affiliation_strings":["Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Sciences Key Laboratory, Capital Medical University, Beijing, China","Beijing TongRen Eye Center, Beijing TongRen Hospital, Capital Medical University, Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Institute of Ophthalmology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Sciences Key Laboratory, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I1294606314"]},{"raw_affiliation_string":"Beijing TongRen Eye Center, Beijing TongRen Hospital, Capital Medical University, Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Institute of Ophthalmology, Beijing, China","institution_ids":["https://openalex.org/I1294606314","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029283876","display_name":"C. L. Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chuang Lin","raw_affiliation_strings":["Beijing Xianwei Medical Technology Company Ltd., Beijing, China","Beijing Xianwei Medical Technology Company Ltd, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Xianwei Medical Technology Company Ltd., Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Beijing Xianwei Medical Technology Company Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107647307","display_name":"Yajing Pei","orcid":"https://orcid.org/0009-0008-0961-0936"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210132355","display_name":"Shanxi Eye Hospital","ror":"https://ror.org/02wh8xm70","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132355"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajing Pei","raw_affiliation_strings":["Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I4210132355","https://openalex.org/I17721919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107582902","display_name":"Mingfeng Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfeng Lu","raw_affiliation_strings":["State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, China","Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Zhongshan Ophthalmic Center, State Key Laboratory of Ophthalmology, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016122737","display_name":"Yi Ji","orcid":"https://orcid.org/0000-0002-4175-7443"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Ji","raw_affiliation_strings":["School of Automation, Beijing Information Science and Technology University, Beijing, China","School of Automation, Beijing Information Science & Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"School of Automation, Beijing Information Science & Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057178306"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17049779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11865","display_name":"Anorectal Disease Treatments and Outcomes","score":0.977400004863739,"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/T11865","display_name":"Anorectal Disease Treatments and Outcomes","score":0.977400004863739,"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/T11291","display_name":"Intraocular Surgery and Lenses","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/capsulorhexis","display_name":"Capsulorhexis","score":0.8598673939704895},{"id":"https://openalex.org/keywords/curvilinear-coordinates","display_name":"Curvilinear coordinates","score":0.8581122756004333},{"id":"https://openalex.org/keywords/turnover","display_name":"Turnover","score":0.43906068801879883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33954763412475586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23477327823638916},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.21921440958976746},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19106221199035645},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12789025902748108},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07685887813568115}],"concepts":[{"id":"https://openalex.org/C2779996494","wikidata":"https://www.wikidata.org/wiki/Q5036403","display_name":"Capsulorhexis","level":4,"score":0.8598673939704895},{"id":"https://openalex.org/C98343798","wikidata":"https://www.wikidata.org/wiki/Q1790208","display_name":"Curvilinear coordinates","level":2,"score":0.8581122756004333},{"id":"https://openalex.org/C26077564","wikidata":"https://www.wikidata.org/wiki/Q1910318","display_name":"Turnover","level":2,"score":0.43906068801879883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33954763412475586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23477327823638916},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.21921440958976746},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19106221199035645},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12789025902748108},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07685887813568115},{"id":"https://openalex.org/C2781104129","wikidata":"https://www.wikidata.org/wiki/Q558352","display_name":"Phacoemulsification","level":3,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2778257484","wikidata":"https://www.wikidata.org/wiki/Q555066","display_name":"Visual acuity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3563022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3563022","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5681761534","display_name":null,"funder_award_id":"52402442","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5725278417","display_name":null,"funder_award_id":"2017YFB1302702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2118759537","https://openalex.org/W2139029631","https://openalex.org/W2344177016","https://openalex.org/W2783926874","https://openalex.org/W2793128988","https://openalex.org/W2944517271","https://openalex.org/W2958924538","https://openalex.org/W2961129621","https://openalex.org/W2962253249","https://openalex.org/W2963138669","https://openalex.org/W2968074458","https://openalex.org/W2969764597","https://openalex.org/W2971724044","https://openalex.org/W2973585799","https://openalex.org/W2993836727","https://openalex.org/W3006371205","https://openalex.org/W3022643593","https://openalex.org/W3026910153","https://openalex.org/W3185828489","https://openalex.org/W3205883640","https://openalex.org/W4200380797","https://openalex.org/W4226153164","https://openalex.org/W4226264010","https://openalex.org/W4280547460","https://openalex.org/W4313229415","https://openalex.org/W4320005445","https://openalex.org/W4360770883","https://openalex.org/W4375929074","https://openalex.org/W4381198668","https://openalex.org/W4390738474","https://openalex.org/W4391514919","https://openalex.org/W4391517686","https://openalex.org/W4396975686","https://openalex.org/W4397002496","https://openalex.org/W4401403126"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2074170447","https://openalex.org/W1553707737","https://openalex.org/W3157658040","https://openalex.org/W12435950","https://openalex.org/W2418259816","https://openalex.org/W1987838571","https://openalex.org/W2383098967"],"abstract_inverted_index":{"Handheld":[0],"manipulator":[1],"offers":[2],"a":[3,58,69,74],"feasible":[4],"way":[5],"to":[6,60,112],"relieve":[7,61],"the":[8,32,84,114,121],"challenge":[9],"of":[10,25,34,68,127,135,154],"continuous":[11],"curvilinear":[12],"capsulorhexis":[13],"(CCC)":[14],"by":[15,44],"controlling":[16],"peeling":[17,27],"force":[18,28,35,88],"actively.":[19],"The":[20,64,132,150],"precise":[21],"identification":[22,128],"and":[23,73,83,99,106,141,162],"prediction":[24,75,136,145,152],"voluntary":[26],"(0-2":[29],"Hz)":[30],"form":[31],"basis":[33],"controller":[36],"design.":[37],"However,":[38],"achieving":[39],"this":[40,62],"goal":[41],"is":[42,129,137,158],"limited":[43],"species":[45],"differences":[46],"(experimental":[47],"validation:":[48],"animal":[49,172],"model,":[50],"clinical":[51],"surgery:":[52],"in-vivo":[53,103],"human).":[54],"This":[55],"paper":[56],"proposes":[57],"framework":[59,66],"problem.":[63],"proposed":[65,115],"consists":[67],"wavelet-based":[70],"process":[71],"module":[72,76],"based":[77],"on":[78],"Long":[79],"Short-Term":[80],"Memory":[81],"(LSTM)":[82],"Transformer\u2019s":[85],"encoder.":[86],"Peeling":[87],"measured":[89],"from":[90,171],"ex-vivo":[91,107,155],"pig":[92],"eyes":[93],"(no":[94],"treatment,":[95],"treat":[96],"with":[97],"0.1%":[98],"0.5%":[100],"sodium":[101],"hypochlorite),":[102],"rabbit":[104],"eyes,":[105],"human":[108,156],"lens":[109],"are":[110],"utilized":[111],"validate":[113],"framework.":[116],"Experimental":[117],"results":[118],"show":[119],"that":[120],"root":[122],"mean":[123],"square":[124],"(RMS)":[125],"error":[126,134,153],"0.37":[130],"mN.":[131],"RMS":[133,151],"0.41":[138],"mN":[139,143,160,164],"(Steady)":[140,161],"0.87":[142],"(Sharp,":[144],"time:":[146],"50":[147],"ms),":[148],"respectively.":[149],"samples":[157],"0.36":[159],"1.05":[163],"(Sharp)":[165],"even":[166],"all":[167],"training":[168],"data":[169],"comes":[170],"models.":[173]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}