{"id":"https://openalex.org/W3036937376","doi":"https://doi.org/10.1109/tcbb.2020.3003445","title":"CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture","display_name":"CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture","publication_year":2020,"publication_date":"2020-06-18","ids":{"openalex":"https://openalex.org/W3036937376","doi":"https://doi.org/10.1109/tcbb.2020.3003445","mag":"3036937376","pmid":"https://pubmed.ncbi.nlm.nih.gov/32750868"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2020.3003445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3003445","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11250/2676232","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040190558","display_name":"Chengchuang Lin","orcid":"https://orcid.org/0000-0002-3514-2071"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengchuang Lin","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3514-2071","affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101818721","display_name":"Gansen Zhao","orcid":"https://orcid.org/0009-0007-1526-5326"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gansen Zhao","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080414124","display_name":"Zhirong Yang","orcid":"https://orcid.org/0000-0001-8412-5684"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","NO"],"is_corresponding":false,"raw_author_name":"Zhirong Yang","raw_affiliation_strings":["Norwegian University of Science and Technology, Trondheim, Norway","Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0001-8412-5684","affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073156180","display_name":"Aihua Yin","orcid":"https://orcid.org/0000-0002-0324-5260"},"institutions":[{"id":"https://openalex.org/I4210143875","display_name":"Guangdong Province Women and Children Hospital","ror":"https://ror.org/0493m8x04","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aihua Yin","raw_affiliation_strings":["Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China","institution_ids":["https://openalex.org/I4210143875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643640","display_name":"Xinming Wang","orcid":"https://orcid.org/0000-0002-1982-0928"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinming Wang","raw_affiliation_strings":["Lakala Group, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lakala Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490891","display_name":"Li Guo","orcid":"https://orcid.org/0000-0002-2707-5833"},"institutions":[{"id":"https://openalex.org/I4210143875","display_name":"Guangdong Province Women and Children Hospital","ror":"https://ror.org/0493m8x04","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Guo","raw_affiliation_strings":["Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China","institution_ids":["https://openalex.org/I4210143875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070688060","display_name":"Hanbiao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143875","display_name":"Guangdong Province Women and Children Hospital","ror":"https://ror.org/0493m8x04","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143875"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanbiao Chen","raw_affiliation_strings":["Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Genetic Centre and Maternal and Children Metabolic-Genetic Key Laboratory, Guangdong Women and Children Hospital, Guangzhou, China","institution_ids":["https://openalex.org/I4210143875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074779525","display_name":"Zhaohui Ma","orcid":"https://orcid.org/0000-0002-3164-6117"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]},{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Ma","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China","School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]},{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671316","display_name":"Lei Zhao","orcid":"https://orcid.org/0000-0002-2583-0081"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhao","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641952","display_name":"Haoyu Luo","orcid":"https://orcid.org/0000-0002-3201-4963"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Luo","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076885869","display_name":"Tianxing Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxing Wang","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057804129","display_name":"Bichao Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bichao Ding","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042149924","display_name":"Xiongwen Pang","orcid":"https://orcid.org/0000-0002-9594-3209"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongwen Pang","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063169204","display_name":"Qiren Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiren Chen","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5040190558"],"corresponding_institution_ids":["https://openalex.org/I187400657"],"apc_list":null,"apc_paid":null,"fwci":6.695,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97258649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"3","first_page":"1285","last_page":"1293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9081000089645386,"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":0.9081000089645386,"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/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.019099999219179153,"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/T10885","display_name":"Gene expression and cancer classification","score":0.008999999612569809,"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/residual-neural-network","display_name":"Residual neural network","score":0.5857073068618774},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5477149486541748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.521697461605072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4511808156967163},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.19951719045639038},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1665365993976593},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.06538248062133789}],"concepts":[{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5857073068618774},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5477149486541748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.521697461605072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4511808156967163},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.19951719045639038},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1665365993976593},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06538248062133789}],"mesh":[{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcbb.2020.3003445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3003445","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:32750868","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32750868","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2676232","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2676232","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE/ACM Transactions on Computational Biology &amp; Bioinformatics","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2676232","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2676232","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE/ACM Transactions on Computational Biology &amp; Bioinformatics","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6548974253","display_name":null,"funder_award_id":"SCNU-2018-01","funder_id":"https://openalex.org/F4320330888","funder_display_name":"VeChain Foundation"},{"id":"https://openalex.org/G6580607697","display_name":null,"funder_award_id":"307929","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G6906266206","display_name":null,"funder_award_id":"314177","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G918727490","display_name":null,"funder_award_id":"287284","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322887","display_name":"The Research Council","ror":"https://ror.org/03tcppy59"},{"id":"https://openalex.org/F4320330888","display_name":"VeChain Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2025226269","https://openalex.org/W2056450868","https://openalex.org/W2057142530","https://openalex.org/W2059633713","https://openalex.org/W2060300932","https://openalex.org/W2105298717","https://openalex.org/W2108142758","https://openalex.org/W2108598243","https://openalex.org/W2127604532","https://openalex.org/W2138264528","https://openalex.org/W2161663128","https://openalex.org/W2182481335","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2206712969","https://openalex.org/W2271840356","https://openalex.org/W2610166850","https://openalex.org/W2768518967","https://openalex.org/W2895804883","https://openalex.org/W2896988071","https://openalex.org/W2912101381","https://openalex.org/W2940108618","https://openalex.org/W2964350391","https://openalex.org/W2996489182","https://openalex.org/W4246193833","https://openalex.org/W6638444622","https://openalex.org/W6685805874","https://openalex.org/W6694517276","https://openalex.org/W6748400442","https://openalex.org/W6771982476","https://openalex.org/W6783596713"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2599472179","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"BACKGROUND:":[0],"In":[1,59,207],"medicine,":[2],"karyotyping":[3,17,37],"chromosomes":[4],"is":[5,18,39,54,117,183,218],"important":[6],"for":[7,56,70,141,154,224],"medical":[8],"diagnostics,":[9],"drug":[10],"development,":[11],"and":[12,30,42,242],"biomedical":[13],"research.":[14],"Unfortunately,":[15],"chromosome":[16,50,57,75,98,108,133,178,227,231],"usually":[19],"done":[20],"by":[21],"skilled":[22],"cytologists":[23],"manually,":[24],"which":[25,116],"requires":[26],"experience,":[27],"domain":[28],"expertise,":[29],"considerable":[31],"manual":[32],"efforts.":[33],"Therefore,":[34,103],"automating":[35],"the":[36,66,72,78,88,124,131,156,175,186,210,220,234,237],"process":[38],"a":[40,137,146],"significant":[41],"meaningful":[43],"task.":[44],"METHOD:":[45],"This":[46],"paper":[47],"focuses":[48],"on":[49,114,130,174,233],"classification":[51,99,109,125,172,201,228],"because":[52],"it":[53,92],"critical":[55],"karyotyping.":[58],"recent":[60,219],"years,":[61],"deep":[62,79],"learning-based":[63,80],"methods":[64,69],"are":[65,244],"most":[67,221],"promising":[68],"solving":[71,225],"tasks":[73,100],"of":[74,121,127,139,158,236],"classification.":[76],"Although":[77],"Inception":[81],"architecture":[82],"has":[83,93,136],"yielded":[84],"state-of-the-art":[85],"performance":[86,126,157],"in":[87,97,230],"2015":[89],"ILSVRC":[90],"challenge,":[91],"not":[94],"been":[95],"used":[96],"so":[101],"far.":[102],"we":[104,144],"develop":[105],"an":[106,118],"automatic":[107],"approach":[110],"named":[111],"CIR-Net":[112],"based":[113],"Inception-ResNet":[115,129],"optimized":[119],"version":[120],"Inception.":[122],"However,":[123],"origin":[128],"insufficient":[132,238],"dataset":[134,179,182],"still":[135],"lot":[138],"capacity":[140],"improvement.":[142],"Further,":[143],"propose":[145],"simple":[147],"but":[148],"effective":[149,222],"augmentation":[150,188],"method":[151,168,189,217],"called":[152],"CDA":[153,190],"improving":[155],"CIR-Net.":[159],"RESULTS:":[160],"The":[161],"experimental":[162,211],"results":[163,212],"show":[164],"that":[165,214],"our":[166,215],"proposed":[167,187,216],"achieves":[169],"95.98":[170,199],"percent":[171,195],"accuracy":[173,202],"clinical":[176,226],"G-band":[177],"whose":[180],"training":[181,239],"insufficient.":[184],"Moreover,":[185],"improves":[191],"more":[192],"than":[193],"8.5":[194],"(from":[196],"87.46":[197],"to":[198,204],"percent)":[200],"comparing":[203],"other":[205],"methods.":[206],"this":[208],"paper,":[209],"demonstrate":[213],"solution":[223],"problems":[229],"auto-karyotyping":[232],"condition":[235],"dataset.":[240],"Code":[241],"Dataset":[243],"available":[245],"at":[246],"https://github.com/CloudDataLab/CIR-Net.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
