{"id":"https://openalex.org/W4200519115","doi":"https://doi.org/10.1155/2021/5460333","title":"Extreme Learning Machine Denoising Algorithm-Based Transvaginal Three-dimensional Ultrasound Imaging on the Diagnosis Efficiency of Intrauterine Adhesions","display_name":"Extreme Learning Machine Denoising Algorithm-Based Transvaginal Three-dimensional Ultrasound Imaging on the Diagnosis Efficiency of Intrauterine Adhesions","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200519115","doi":"https://doi.org/10.1155/2021/5460333"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5460333","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/5460333","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5460333.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","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/sp/2021/5460333.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046513397","display_name":"He Man","orcid":"https://orcid.org/0000-0003-4504-7374"},"institutions":[{"id":"https://openalex.org/I4210164142","display_name":"Ningbo No.6 Hospital","ror":"https://ror.org/054qnke07","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man He","raw_affiliation_strings":["Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China"],"raw_orcid":"https://orcid.org/0000-0003-4504-7374","affiliations":[{"raw_affiliation_string":"Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China","institution_ids":["https://openalex.org/I4210164142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027416160","display_name":"Wan Sun","orcid":"https://orcid.org/0000-0002-9573-5186"},"institutions":[{"id":"https://openalex.org/I4210164142","display_name":"Ningbo No.6 Hospital","ror":"https://ror.org/054qnke07","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wan Sun","raw_affiliation_strings":["Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China"],"raw_orcid":"https://orcid.org/0000-0002-9573-5186","affiliations":[{"raw_affiliation_string":"Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China","institution_ids":["https://openalex.org/I4210164142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013082025","display_name":"Naxian Sha","orcid":"https://orcid.org/0000-0002-6284-0174"},"institutions":[{"id":"https://openalex.org/I4210164142","display_name":"Ningbo No.6 Hospital","ror":"https://ror.org/054qnke07","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Naxian Sha","raw_affiliation_strings":["Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China"],"raw_orcid":"https://orcid.org/0000-0002-6284-0174","affiliations":[{"raw_affiliation_string":"Department of Gynecology, Ningbo No. 6 Hospital, Ningbo, 315040, China","institution_ids":["https://openalex.org/I4210164142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013082025"],"corresponding_institution_ids":["https://openalex.org/I4210164142"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.25969081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10550","display_name":"Ovarian cancer diagnosis and treatment","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"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/T10550","display_name":"Ovarian cancer diagnosis and treatment","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"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/T10961","display_name":"Hernia repair and management","score":0.9581000208854675,"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/T11589","display_name":"Gynecological conditions and treatments","score":0.9476000070571899,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/algorithm","display_name":"Algorithm","score":0.7384101152420044},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.6555485725402832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5272989273071289},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5209144949913025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5081398487091064},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4869026243686676},{"id":"https://openalex.org/keywords/peak-signal-to-noise-ratio","display_name":"Peak signal-to-noise ratio","score":0.45969122648239136},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4169902205467224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3331362009048462},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31710195541381836},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12911000847816467},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11704123020172119},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.059714287519454956}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7384101152420044},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.6555485725402832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5272989273071289},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5209144949913025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081398487091064},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4869026243686676},{"id":"https://openalex.org/C154579607","wikidata":"https://www.wikidata.org/wiki/Q3373850","display_name":"Peak signal-to-noise ratio","level":3,"score":0.45969122648239136},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4169902205467224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3331362009048462},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31710195541381836},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12911000847816467},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11704123020172119},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.059714287519454956}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/5460333","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/5460333","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5460333.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:87094803311144bdaeed64f13b19a4c9","is_oa":false,"landing_page_url":"https://doaj.org/article/87094803311144bdaeed64f13b19a4c9","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2021/5460333","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5460333","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"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":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2021/5460333","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2021/5460333","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5460333.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"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":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200519115.pdf","grobid_xml":"https://content.openalex.org/works/W4200519115.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2065413545","https://openalex.org/W2345194886","https://openalex.org/W2394360363","https://openalex.org/W2419349725","https://openalex.org/W2476030390","https://openalex.org/W2604137284","https://openalex.org/W2625641253","https://openalex.org/W2993622027","https://openalex.org/W3032030857","https://openalex.org/W4245940288"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W2883512610","https://openalex.org/W3082444306","https://openalex.org/W142830878"],"abstract_inverted_index":{"The":[0,23,49],"study":[1],"was":[2,29,77,91,96,117,153,165],"intended":[3],"to":[4,170],"eliminate":[5,197],"the":[6,16,46,85,99,104,122,136,146,158,171,178],"noise":[7,198],"in":[8,19,57,174,199],"three-dimensional":[9],"transvaginal":[10],"ultrasound":[11],"(3D-TVS)":[12],"images":[13,201],"and":[14,36,68,71,82,101,109,112,128,133,135,141,144,157,202],"improve":[15],"diagnostic":[17,73,183,205],"accuracy":[18],"intrauterine":[20],"adhesion":[21],"(IUA).":[22],"extreme":[24],"learning":[25],"machine":[26,88],"(ELM)":[27],"algorithm":[28,54,90,106,127,130,152,164,173,180],"introduced":[30,92],"first":[31],"for":[32,93,185],"statement.":[33],"One":[34],"hundred":[35],"thirty":[37],"cases":[38],"of":[39,52,59,75,103,125,150,162,190,212],"suspected":[40],"IUA":[41,76],"patients":[42,186],"were":[43,55,107,131,139],"taken":[44],"as":[45],"research":[47],"subjects.":[48],"denoising":[50,175],"effects":[51],"ELM":[53,105,129,163,179,194],"evaluated":[56],"terms":[58],"mean":[60],"square":[61],"errors":[62],"(MSE),":[63],"peak":[64],"signal-to-noise":[65],"ratio":[66],"(PSNR),":[67],"running":[69,148,160],"time,":[70],"its":[72,113],"efficiency":[74,184,206],"identified":[78],"from":[79],"precise,":[80],"specificity,":[81],"sensitivity.":[83],"Furthermore,":[84],"support":[86],"vector":[87],"(SVM)":[89],"comparison.":[94],"It":[95],"found":[97],"that":[98,121,145],"MSE":[100,123],"PSNR":[102,137],"0.0021":[108,134],"64.5,":[110,142],"respectively,":[111,143],"average":[114,147,159],"operation":[115],"time":[116,149,161],"11.22":[118,166],"\u00b1":[119,155,167],"0.89s,":[120,168],"values":[124,138],"SVM":[126,151,172],"0.0045":[132],"52.3":[140],"16.35":[154],"1.33s,":[156],"superior":[169],"effects.":[176],"Moreover,":[177],"showed":[181],"excellent":[182,204],"with":[187],"various":[188],"degrees":[189],"IUA.":[191],"In":[192],"conclusion,":[193],"can":[195],"effectively":[196],"3D-TVS":[200],"demonstrates":[203],"on":[207],"IUA,":[208],"which":[209],"is":[210],"worthy":[211],"clinical":[213],"application.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
