{"id":"https://openalex.org/W4223429112","doi":"https://doi.org/10.1109/iceic54506.2022.9748307","title":"Automated chromosomes counting systems using deep neural network","display_name":"Automated chromosomes counting systems using deep neural network","publication_year":2022,"publication_date":"2022-02-06","ids":{"openalex":"https://openalex.org/W4223429112","doi":"https://doi.org/10.1109/iceic54506.2022.9748307"},"language":"en","primary_location":{"id":"doi:10.1109/iceic54506.2022.9748307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic54506.2022.9748307","pdf_url":null,"source":{"id":"https://openalex.org/S4363608213","display_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-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/A5079726323","display_name":"Seungyoung Kang","orcid":"https://orcid.org/0000-0002-4843-9069"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungyoung Kang","raw_affiliation_strings":["Yonsei University,Department of Biomedical Engineering,Wonju,Korea","Department of Biomedical Engineering, Yonsei University, Wonju, Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Department of Biomedical Engineering,Wonju,Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Yonsei University, Wonju, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003471898","display_name":"Junghun Han","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junghun Han","raw_affiliation_strings":["Yonsei University,Department of Biomedical Engineering,Wonju,Korea","Department of Biomedical Engineering, Yonsei University, Wonju, Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Department of Biomedical Engineering,Wonju,Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Yonsei University, Wonju, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112932605","display_name":"Yuseong Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yuseong Chu","raw_affiliation_strings":["Yonsei University,Department of Biomedical Engineering,Wonju,Korea","Department of Biomedical Engineering, Yonsei University, Wonju, Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Department of Biomedical Engineering,Wonju,Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Yonsei University, Wonju, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018816223","display_name":"Inkyung Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Inkyung Lee","raw_affiliation_strings":["Radiation Health Institute Korea Hydro &#x0026; Nuclear Power,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"Radiation Health Institute Korea Hydro &#x0026; Nuclear Power,Seoul,Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113531587","display_name":"Haemi Joo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haemi Joo","raw_affiliation_strings":["Radiation Health Institute Korea Hydro &#x0026; Nuclear Power,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"Radiation Health Institute Korea Hydro &#x0026; Nuclear Power,Seoul,Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073039234","display_name":"Sejung Yang","orcid":"https://orcid.org/0000-0002-5841-851X"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sejung Yang","raw_affiliation_strings":["Yonsei University,Department of Biomedical Engineering,Wonju,Korea","Department of Biomedical Engineering, Yonsei University, Wonju, Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Department of Biomedical Engineering,Wonju,Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Yonsei University, Wonju, Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5079726323"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":0.9278,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65432099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9987000226974487,"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":0.9987000226974487,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9657999873161316,"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/T10434","display_name":"Chromosomal and Genetic Variations","score":0.9509000182151794,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/karyotype","display_name":"Karyotype","score":0.6803408265113831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6003066301345825},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.5422784090042114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5387426614761353},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4813992977142334},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47642025351524353},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4672923684120178},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4364587664604187},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.38194894790649414},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3470941483974457},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3112790584564209},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.28139325976371765},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.14341482520103455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06935063004493713}],"concepts":[{"id":"https://openalex.org/C53226629","wikidata":"https://www.wikidata.org/wiki/Q189967","display_name":"Karyotype","level":4,"score":0.6803408265113831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6003066301345825},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.5422784090042114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5387426614761353},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4813992977142334},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47642025351524353},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4672923684120178},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4364587664604187},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.38194894790649414},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3470941483974457},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3112790584564209},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.28139325976371765},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.14341482520103455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06935063004493713},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic54506.2022.9748307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic54506.2022.9748307","pdf_url":null,"source":{"id":"https://openalex.org/S4363608213","display_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G436769162","display_name":null,"funder_award_id":"2019R1F1A1058971","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7433402351","display_name":null,"funder_award_id":"A21IF03","funder_id":"https://openalex.org/F4320330018","funder_display_name":"Korea Hydro and Nuclear Power"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320330018","display_name":"Korea Hydro and Nuclear Power","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2041524245","https://openalex.org/W2194775991","https://openalex.org/W2998016823","https://openalex.org/W4295312788","https://openalex.org/W6620707391","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2108498225","https://openalex.org/W2390806584","https://openalex.org/W2357064814","https://openalex.org/W4312270766","https://openalex.org/W2060929468","https://openalex.org/W2586947668","https://openalex.org/W2022999990","https://openalex.org/W2390766987","https://openalex.org/W2353740429","https://openalex.org/W2015266748"],"abstract_inverted_index":{"Karyotyping":[0],"analysis":[1],"is":[2,29],"an":[3],"important":[4],"clinical":[5],"process":[6,10],"used":[7],"in":[8,66],"the":[9,18,25,32],"of":[11,22,27,31,64],"diagnosing":[12],"several":[13],"genetic":[14],"diseases":[15,39],"by":[16,82],"analyzing":[17],"number":[19,26],"or":[20],"shape":[21],"chromosomes.":[23,94],"If":[24],"chromosomes":[28,81],"out":[30],"normal":[33],"range,":[34],"it":[35,76],"can":[36],"cause":[37],"hereditary":[38],"such":[40],"as":[41],"Down":[42],"syndrome":[43],"and":[44,60,92],"Edward":[45],"syndrome.":[46],"In":[47],"this":[48],"study,":[49],"we":[50],"employed":[51],"Faster":[52],"R-CNN-based":[53],"model":[54],"for":[55,90],"automated":[56],"chromosome":[57],"counting":[58],"systems":[59],"showed":[61],"a":[62,74,87],"result":[63],"0.914":[65],"average":[67],"precision":[68],"<tex":[69],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[70],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\boldsymbol{[\\text{IoU}=0.75]}$</tex>":[71],".":[72],"As":[73],"result,":[75],"was":[77],"possible":[78],"to":[79],"count":[80],"detecting":[83],"each":[84],"object":[85],"with":[86],"high":[88],"probability":[89],"independent":[91],"overlapping":[93]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}