{"id":"https://openalex.org/W2032104801","doi":"https://doi.org/10.1109/scis-isis.2012.6505292","title":"Hybrid multi-layered GMDH-type neural network self-selecting various neurons and its application to medical image diagnosis of liver cancer","display_name":"Hybrid multi-layered GMDH-type neural network self-selecting various neurons and its application to medical image diagnosis of liver cancer","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2032104801","doi":"https://doi.org/10.1109/scis-isis.2012.6505292","mag":"2032104801"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2012.6505292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","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/A5058822913","display_name":"Tadashi Kondo","orcid":"https://orcid.org/0000-0001-6405-7792"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]},{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Tadashi Kondo","raw_affiliation_strings":["Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","institution_ids":["https://openalex.org/I922474255"]},{"raw_affiliation_string":"Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025328715","display_name":"Junji Ueno","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]},{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Junji Ueno","raw_affiliation_strings":["Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","institution_ids":["https://openalex.org/I922474255"]},{"raw_affiliation_string":"Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063644448","display_name":"Schoichiro Takao","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]},{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Schoichiro Takao","raw_affiliation_strings":["Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Health Sciences, University of Tokushima, Tokushima, Japan","institution_ids":["https://openalex.org/I922474255"]},{"raw_affiliation_string":"Graduate School of Health Sciences, The University of Tokushima, 3-18-15 Kuramoto-cho Tokushima, 770-8509 Japan","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09807058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7431426644325256},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6845448017120361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6744949221611023},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.6058484315872192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5667240023612976},{"id":"https://openalex.org/keywords/group-method-of-data-handling","display_name":"Group method of data handling","score":0.5622729659080505},{"id":"https://openalex.org/keywords/liver-cancer","display_name":"Liver cancer","score":0.5417457818984985},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49921321868896484},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.43592074513435364},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4210547208786011},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38440537452697754},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.31411856412887573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2621685266494751},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0965566635131836},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09101366996765137},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07860708236694336}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7431426644325256},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6845448017120361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744949221611023},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.6058484315872192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5667240023612976},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.5622729659080505},{"id":"https://openalex.org/C2776231280","wikidata":"https://www.wikidata.org/wiki/Q623031","display_name":"Liver cancer","level":3,"score":0.5417457818984985},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49921321868896484},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.43592074513435364},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4210547208786011},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38440537452697754},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.31411856412887573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2621685266494751},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0965566635131836},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09101366996765137},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07860708236694336},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scis-isis.2012.6505292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W327547989","https://openalex.org/W351653889","https://openalex.org/W1770912791","https://openalex.org/W1844959353","https://openalex.org/W1998481530","https://openalex.org/W2055823751","https://openalex.org/W2142635246","https://openalex.org/W4300945981","https://openalex.org/W6611813326"],"related_works":["https://openalex.org/W4385957115","https://openalex.org/W2061372042","https://openalex.org/W3047779762","https://openalex.org/W3001577138","https://openalex.org/W2240896738","https://openalex.org/W2993645418","https://openalex.org/W2790814253","https://openalex.org/W2150273373","https://openalex.org/W2803800256","https://openalex.org/W4252907472"],"abstract_inverted_index":{"In":[0],"this":[1,108],"study,":[2],"hybrid":[3],"multi-layered":[4],"Group":[5],"Method":[6],"of":[7,26,48,72,78,114],"Data":[8],"Handling":[9],"(GMDH)-type":[10],"neural":[11,32,63,96],"network":[12,33,64,97],"algorithm":[13,109],"self-selecting":[14],"various":[15],"neurons":[16],"is":[17,39,65,82,105,110],"applied":[18],"to":[19],"the":[20,30,36,49,52,69,75,79,92],"computer":[21],"aided":[22],"image":[23,71],"diagnosis":[24],"(CAD)":[25],"liver":[27,37,53,80,115],"cancer.":[28,116],"First,":[29],"GMDH-type":[31,62],"which":[34],"recognizes":[35],"regions,":[38],"automatically":[40,66],"organized":[41,67],"using":[42,68,99],"multi-detector":[43],"row":[44],"CT":[45],"(MDCT)":[46],"images":[47],"liver,":[50,73],"and":[51,57,74,84,103],"regions":[54,77],"are":[55,89],"recognized":[56,83],"extracted.":[58,85],"Then,":[59],"another":[60],"new":[61],"extracted":[70],"candidate":[76],"cancer":[81],"The":[86],"recognition":[87],"results":[88],"compared":[90],"with":[91],"conventional":[93],"sigmoid":[94],"function":[95],"trained":[98],"back":[100],"propagation":[101],"method":[102],"it":[104],"shown":[106],"that":[107],"useful":[111],"for":[112],"CAD":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}