{"id":"https://openalex.org/W3216828560","doi":"https://doi.org/10.1007/s11517-021-02474-z","title":"Classification of analyzable metaphase images using transfer learning and fine tuning","display_name":"Classification of analyzable metaphase images using transfer learning and fine tuning","publication_year":2021,"publication_date":"2021-11-25","ids":{"openalex":"https://openalex.org/W3216828560","doi":"https://doi.org/10.1007/s11517-021-02474-z","mag":"3216828560","pmid":"https://pubmed.ncbi.nlm.nih.gov/34822119"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-021-02474-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02474-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5056161886","display_name":"Abd\u00fclkadir Albayrak","orcid":"https://orcid.org/0000-0002-0738-871X"},"institutions":[{"id":"https://openalex.org/I123466251","display_name":"Dicle University","ror":"https://ror.org/0257dtg16","country_code":"TR","type":"education","lineage":["https://openalex.org/I123466251"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Abdulkadir Albayrak","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Dicle University, Diyarbakir, Turkey. kadir.albayrak@dicle.edu.tr","Department of Computer Engineering, Faculty of Engineering, Dicle University, Diyarbakir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Dicle University, Diyarbakir, Turkey. kadir.albayrak@dicle.edu.tr","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Dicle University, Diyarbakir, Turkey","institution_ids":["https://openalex.org/I123466251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5056161886"],"corresponding_institution_ids":["https://openalex.org/I123466251"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":1.5397,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86365511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"60","issue":"1","first_page":"239","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9894999861717224,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9894999861717224,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9743000268936157,"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/metaphase","display_name":"Metaphase","score":0.7238972783088684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6575515270233154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6487871408462524},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6256250739097595},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5176687240600586},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5126134753227234},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.5039545893669128},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49988603591918945},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4669405519962311},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4147912263870239},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41031593084335327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3299873471260071},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26251402497291565},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14585667848587036},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09313419461250305},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08489549160003662}],"concepts":[{"id":"https://openalex.org/C70278784","wikidata":"https://www.wikidata.org/wiki/Q574427","display_name":"Metaphase","level":4,"score":0.7238972783088684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6575515270233154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6487871408462524},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6256250739097595},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5176687240600586},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5126134753227234},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.5039545893669128},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49988603591918945},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4669405519962311},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4147912263870239},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41031593084335327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3299873471260071},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26251402497291565},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14585667848587036},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09313419461250305},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08489549160003662},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"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},{"descriptor_ui":"D008677","descriptor_name":"Metaphase","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008677","descriptor_name":"Metaphase","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008677","descriptor_name":"Metaphase","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-021-02474-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02474-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:34822119","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34822119","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W1973163631","https://openalex.org/W1973566245","https://openalex.org/W1974703536","https://openalex.org/W1976606095","https://openalex.org/W1984020445","https://openalex.org/W2002366675","https://openalex.org/W2004934027","https://openalex.org/W2006187321","https://openalex.org/W2009798302","https://openalex.org/W2027036934","https://openalex.org/W2033994951","https://openalex.org/W2037851765","https://openalex.org/W2042838198","https://openalex.org/W2062413904","https://openalex.org/W2074713891","https://openalex.org/W2108598243","https://openalex.org/W2108866524","https://openalex.org/W2118023920","https://openalex.org/W2150341604","https://openalex.org/W2164730749","https://openalex.org/W2165698076","https://openalex.org/W2183341477","https://openalex.org/W2206712969","https://openalex.org/W2322417031","https://openalex.org/W2476913656","https://openalex.org/W2484851529","https://openalex.org/W2587148149","https://openalex.org/W2735666957","https://openalex.org/W2757455114","https://openalex.org/W2763323349","https://openalex.org/W2775331873","https://openalex.org/W2780355973","https://openalex.org/W2945294270","https://openalex.org/W2950707040","https://openalex.org/W2953958347","https://openalex.org/W3006125542","https://openalex.org/W3151922143","https://openalex.org/W3172210794","https://openalex.org/W4205947740","https://openalex.org/W4231735861","https://openalex.org/W4238757159","https://openalex.org/W4240144299","https://openalex.org/W4255421341"],"related_works":["https://openalex.org/W4308262314","https://openalex.org/W4382286161","https://openalex.org/W2960456850","https://openalex.org/W3021430260","https://openalex.org/W4281645081","https://openalex.org/W2946016983","https://openalex.org/W4312200629","https://openalex.org/W4317565044","https://openalex.org/W3015887428","https://openalex.org/W2184857474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}