{"id":"https://openalex.org/W4285410104","doi":"https://doi.org/10.1145/3532213.3532294","title":"Attention-Based Densely Connected Convolutional Network for Chromosome Classification","display_name":"Attention-Based Densely Connected Convolutional Network for Chromosome Classification","publication_year":2022,"publication_date":"2022-03-18","ids":{"openalex":"https://openalex.org/W4285410104","doi":"https://doi.org/10.1145/3532213.3532294"},"language":"en","primary_location":{"id":"doi:10.1145/3532213.3532294","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081352150","display_name":"Zhenjia Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenjia Gong","raw_affiliation_strings":["Life Science and Technology department, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Life Science and Technology department, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I106645853","https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042160852","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0002-9014-7369"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Peng","raw_affiliation_strings":["Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721606","display_name":"Ao Shen","orcid":"https://orcid.org/0000-0001-7196-2168"},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Shen","raw_affiliation_strings":["Computer Science and Technology, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Changchun University of Science and Technology Sciences, China and Medical Image Processing Laboratory, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I106645853","https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687954","display_name":"Yan Gong","orcid":"https://orcid.org/0000-0002-3148-8286"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Gong","raw_affiliation_strings":["Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069484650","display_name":"Jingzhong Zhang","orcid":"https://orcid.org/0000-0003-2604-6624"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingzhong Zhang","raw_affiliation_strings":["Medical Diagnostics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Diagnostics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073636291","display_name":"Song Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Lang","raw_affiliation_strings":["Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646514","display_name":"Yanwei Zhang","orcid":"https://orcid.org/0000-0002-3996-7513"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanwei Zhang","raw_affiliation_strings":["Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065804120","display_name":"Linyu Xu","orcid":"https://orcid.org/0000-0002-9742-7769"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyu Xu","raw_affiliation_strings":["Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112777033","display_name":"Hanqing Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanqing Zheng","raw_affiliation_strings":["Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Optics Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109857497","display_name":"Chunying Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunying Pang","raw_affiliation_strings":["Life Science and Technology department, Changchun University of Science and Technology Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Life Science and Technology department, Changchun University of Science and Technology Sciences, China","institution_ids":["https://openalex.org/I106645853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021953784","display_name":"Yakang Dai","orcid":"https://orcid.org/0000-0003-3357-1638"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210092817","display_name":"Suzhou Institute of Biomedical Engineering and Technology","ror":"https://ror.org/00f58mx93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yakang Dai","raw_affiliation_strings":["Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, China and Medical Imaging Department, Jinan Guoke Medical Engineering Technology Development, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210092817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"534","last_page":"540"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9764000177383423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/karyotype","display_name":"Karyotype","score":0.9057841897010803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6741801500320435},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.6717240214347839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6541069149971008},{"id":"https://openalex.org/keywords/centromere","display_name":"Centromere","score":0.5666897892951965},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5528808832168579},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5267992615699768},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45094043016433716},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4412791430950165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2880352735519409},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20005279779434204},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.17272698879241943},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.08497768640518188}],"concepts":[{"id":"https://openalex.org/C53226629","wikidata":"https://www.wikidata.org/wiki/Q189967","display_name":"Karyotype","level":4,"score":0.9057841897010803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6741801500320435},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.6717240214347839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6541069149971008},{"id":"https://openalex.org/C63491729","wikidata":"https://www.wikidata.org/wiki/Q14762596","display_name":"Centromere","level":4,"score":0.5666897892951965},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5528808832168579},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5267992615699768},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45094043016433716},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4412791430950165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2880352735519409},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20005279779434204},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.17272698879241943},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.08497768640518188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3532213.3532294","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3532213.3532294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2334460459","https://openalex.org/W2752782242","https://openalex.org/W2763137833","https://openalex.org/W2796256498","https://openalex.org/W2883823376","https://openalex.org/W2888358068","https://openalex.org/W2897877078","https://openalex.org/W2897936701","https://openalex.org/W2900530921","https://openalex.org/W2910688461","https://openalex.org/W2945304916","https://openalex.org/W2963446712","https://openalex.org/W2970016848","https://openalex.org/W2988066048","https://openalex.org/W3002137088","https://openalex.org/W3004707432","https://openalex.org/W3007170347","https://openalex.org/W3014016431","https://openalex.org/W3085008781","https://openalex.org/W3092047358","https://openalex.org/W3095200866","https://openalex.org/W3105557179","https://openalex.org/W3133054736","https://openalex.org/W3150272974","https://openalex.org/W3187838195"],"related_works":["https://openalex.org/W2070918587","https://openalex.org/W1992129591","https://openalex.org/W2032524402","https://openalex.org/W1995206277","https://openalex.org/W2040036865","https://openalex.org/W2140273165","https://openalex.org/W2373101669","https://openalex.org/W2909404997","https://openalex.org/W1974030887","https://openalex.org/W2371109916"],"abstract_inverted_index":{"Karyotype":[0],"analysis":[1,31,62],"provides":[2],"an":[3,69],"important":[4],"basis":[5],"for":[6],"diagnosis":[7],"of":[8,39,102],"genetic":[9,134],"diseases.":[10],"Currently,":[11],"karyotyping":[12],"requires":[13],"considerable":[14],"manual":[15],"work":[16],"and":[17,44,87],"expertise":[18],"experience,":[19],"which":[20,108,128],"is":[21,109],"very":[22],"time-consuming.":[23],"Deep":[24],"learning":[25,59],"has":[26,50,83,129],"been":[27,52,84,92],"used":[28],"in":[29,32,47,56,125,132],"karyotype":[30,61,126],"recent":[33],"years.":[34],"However,":[35],"the":[36,48,103,118],"specific":[37],"information":[38],"chromosome":[40,120,138],"length,":[41],"centromere":[42],"position,":[43],"length":[45],"ratio":[46],"image":[49,81,89],"not":[51],"paid":[53,85],"extra":[54],"attention":[55,86,97],"previous":[57],"deep":[58],"based":[60],"methods.":[63,113],"In":[64],"this":[65],"study,":[66],"we":[67],"proposed":[68,104,119],"attention-based":[70],"densely":[71],"connected":[72],"convolutional":[73],"network":[74],"(DenseNet)":[75],"to":[76,98],"automatically":[77],"classify":[78],"chromosomes.":[79],"Specific":[80],"features":[82,90],"useless":[88],"have":[91],"suppressed":[93],"by":[94,137],"adding":[95],"channel":[96],"DenseNet.":[99],"The":[100,114],"accuracy":[101],"method":[105,122],"achieved":[106],"93.12%,":[107],"better":[110],"than":[111],"compared":[112],"results":[115],"show":[116],"that":[117],"classification":[121],"performs":[123],"well":[124],"analysis,":[127],"potential":[130],"application":[131],"diagnosing":[133],"diseases":[135],"caused":[136],"abnormalities.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}