{"id":"https://openalex.org/W4324290846","doi":"https://doi.org/10.1109/access.2023.3257045","title":"Feature Fusion Classifier With Dynamic Weights for Abnormality Detection of Amniotic Fluid Cell Chromosome","display_name":"Feature Fusion Classifier With Dynamic Weights for Abnormality Detection of Amniotic Fluid Cell Chromosome","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4324290846","doi":"https://doi.org/10.1109/access.2023.3257045"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3257045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3257045","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10068545.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":null,"license_id":null,"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/ielx7/6287639/6514899/10068545.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102024376","display_name":"Wenbin He","orcid":"https://orcid.org/0000-0003-4742-4372"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenbin He","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030295817","display_name":"Zeyu Shi","orcid":"https://orcid.org/0000-0002-2773-9185"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Shi","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061182189","display_name":"Yinxia Liu","orcid":"https://orcid.org/0009-0004-0415-6536"},"institutions":[{"id":"https://openalex.org/I4210122949","display_name":"Dongguan People\u2019s Hospital","ror":"https://ror.org/022s5gm85","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122949"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinxia Liu","raw_affiliation_strings":["Laboratory Medicine of Dongguan Kanghua Hospital, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"Laboratory Medicine of Dongguan Kanghua Hospital, Dongguan, China","institution_ids":["https://openalex.org/I4210122949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418170","display_name":"Ting Liu","orcid":"https://orcid.org/0009-0006-7719-8387"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074333462","display_name":"Jinguang Du","orcid":"https://orcid.org/0000-0002-9523-9959"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinguang Du","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102014773","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0003-4120-706X"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101671670","display_name":"Yang Cao","orcid":"https://orcid.org/0000-0002-4758-6091"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Cao","raw_affiliation_strings":["Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Intelligent Manufacturing of Mechanical Equipment, Henan Engineering Technology Research Center for Green Manufactory and Precision Measurement, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103115719","display_name":"Wuyi Ming","orcid":"https://orcid.org/0000-0003-4336-179X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wuyi Ming","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Manufacturing Equipment Digitization, Guangdong HUST Industrial Technology Research Institute, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Manufacturing Equipment Digitization, Guangdong HUST Industrial Technology Research Institute, Dongguan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102024376"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6749,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83535163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"31755","last_page":"31766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.949999988079071,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6121176481246948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982574224472046},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5858767032623291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5116201043128967},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44112420082092285},{"id":"https://openalex.org/keywords/amniotic-fluid","display_name":"Amniotic fluid","score":0.4389131963253021},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4104795455932617},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12959018349647522},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09483769536018372},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0945674479007721},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.07326790690422058}],"concepts":[{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6121176481246948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982574224472046},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5858767032623291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5116201043128967},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44112420082092285},{"id":"https://openalex.org/C2778194526","wikidata":"https://www.wikidata.org/wiki/Q901674","display_name":"Amniotic fluid","level":4,"score":0.4389131963253021},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4104795455932617},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12959018349647522},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09483769536018372},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0945674479007721},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.07326790690422058},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3257045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3257045","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10068545.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:985d9e95b47d482faeac62169f6dd191","is_oa":true,"landing_page_url":"https://doaj.org/article/985d9e95b47d482faeac62169f6dd191","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 31755-31766 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3257045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3257045","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10068545.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":null,"license_id":null,"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/G3395340840","display_name":null,"funder_award_id":"A1515140066","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3782765633","display_name":null,"funder_award_id":"2017BT01G167","funder_id":"https://openalex.org/F4320334009","funder_display_name":"Guangdong Provincial Pearl River Talents Program"},{"id":"https://openalex.org/G8723123566","display_name":null,"funder_award_id":"2022A1515140066","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320334009","display_name":"Guangdong Provincial Pearl River Talents Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4324290846.pdf","grobid_xml":"https://content.openalex.org/works/W4324290846.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1563016895","https://openalex.org/W1686810756","https://openalex.org/W2041524245","https://openalex.org/W2048303503","https://openalex.org/W2048371112","https://openalex.org/W2078637082","https://openalex.org/W2125981837","https://openalex.org/W2132971529","https://openalex.org/W2141125852","https://openalex.org/W2164041830","https://openalex.org/W2194775991","https://openalex.org/W2322112093","https://openalex.org/W2520149872","https://openalex.org/W2618530766","https://openalex.org/W2752782242","https://openalex.org/W2783086010","https://openalex.org/W2890885867","https://openalex.org/W2895804883","https://openalex.org/W2896988071","https://openalex.org/W2899013717","https://openalex.org/W2944794228","https://openalex.org/W2984313420","https://openalex.org/W3005039930","https://openalex.org/W3082297285","https://openalex.org/W3131457306","https://openalex.org/W3177598680","https://openalex.org/W3200760517","https://openalex.org/W4205291125","https://openalex.org/W4226284413","https://openalex.org/W4232478844","https://openalex.org/W4283019945","https://openalex.org/W4387710924","https://openalex.org/W6637373629","https://openalex.org/W6682751323"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746","https://openalex.org/W4200043248"],"abstract_inverted_index":{"Chromosomal":[0],"karyotype":[1],"is":[2,28,36],"important":[3],"to":[4,88],"determine":[5],"whether":[6],"a":[7,10,40,47,58,90,104,135,168,189],"newborn":[8],"has":[9],"genetic":[11],"disorder.":[12],"There":[13],"are":[14,132],"two":[15],"main":[16],"categories":[17],"of":[18,42,50,61,83,148,161,165,188],"chromosomal":[19,113],"abnormalities,":[20],"structural":[21],"abnormalities":[22],"in":[23,204],"which":[24],"the":[25,81,128,141,178,186,193,199,205],"chromosome":[26,31,62,71,84,98],"structure":[27],"altered,":[29],"and":[30,38,79,86,126,151,163,173,192],"number":[32],"abnormalities.":[33],"Manual":[34],"karyotyping":[35],"complex":[37],"takes":[39],"lot":[41],"time":[43],"because":[44],"it":[45],"requires":[46],"high":[48],"degree":[49],"domain":[51],"expertise.":[52],"Based":[53],"on":[54,66,94,157,185],"this":[55],"investigation":[56],"proposes":[57],"new":[59],"method":[60,143,155],"defect":[63],"detection":[64],"based":[65,93,156,184],"deep":[67,121],"learning":[68,122],"with":[69,108,119,167,195,201],"20,299":[70],"images":[72],"from":[73],"Dongguan":[74],"Kanghua":[75],"Hospital":[76],"as":[77],"data":[78,117],"integrates":[80],"diversity":[82],"features,":[85],"trains":[87],"propose":[89],"classifier":[91,107],"model":[92],"feature":[95,105,207],"fusion":[96,106,208],"for":[97,112],"abnormality":[99,114],"detection.":[100],"We":[101],"put":[102],"forward":[103],"dynamic":[109,136,196],"weights":[110,183,197,203],"(FFCDW)":[111],"detection,":[115],"after":[116],"augmentation":[118],"three":[120,129],"networks,":[123],"ResNet,":[124,149],"SENet,":[125,150],"VGG19,":[127],"trained":[130],"models":[131,147],"combined":[133],"using":[134],"weighting":[137],"approach.":[138],"Experiments":[139],"prove":[140],"FFCDW":[142,158],"outperforms":[144,198],"these":[145],"mainstream":[146],"VGG19.":[152],"The":[153],"proposed":[154,206],"achieves":[159],"precision":[160],"0.8902":[162],"F1-score":[164],"0.8805":[166],"small":[169],"standard":[170],"deviation":[171],"(0.00903":[172],"0.00892,":[174],"respectively).":[175],"In":[176],"addition,":[177],"algorithm":[179],"can":[180],"automatically":[181],"assign":[182],"results":[187],"single":[190],"model,":[191],"strategy":[194,200],"fixed":[202],"classifier.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}