{"id":"https://openalex.org/W2027304786","doi":"https://doi.org/10.1109/icnc.2010.5583489","title":"The model of medical diagnosis based on machine adaptive learning","display_name":"The model of medical diagnosis based on machine adaptive learning","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2027304786","doi":"https://doi.org/10.1109/icnc.2010.5583489","mag":"2027304786"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583489","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"2010 Sixth International Conference on Natural Computation","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/A5103206509","display_name":"Xiaoyan Lu","orcid":"https://orcid.org/0000-0001-6117-1979"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyan Lu","raw_affiliation_strings":["Department of Computer Teaching, Shanxi Medical University, Taiyuan, China","Department of Computer Teaching, Shan xi Medical University, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Teaching, Shanxi Medical University, Taiyuan, China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Department of Computer Teaching, Shan xi Medical University, Taiyuan, China","institution_ids":["https://openalex.org/I17721919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016758056","display_name":"Xiangshen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangshen Li","raw_affiliation_strings":["Department of Computer Teaching, Shanxi Medical University, Taiyuan, China","Department of Computer Teaching, Shan xi Medical University, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Teaching, Shanxi Medical University, Taiyuan, China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Department of Computer Teaching, Shan xi Medical University, Taiyuan, China","institution_ids":["https://openalex.org/I17721919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103206509"],"corresponding_institution_ids":["https://openalex.org/I17721919"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.20646221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"23","issue":null,"first_page":"2808","last_page":"2811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9876999855041504,"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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9876999855041504,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9681000113487244,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5926285982131958},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5218257308006287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5124695897102356},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.45410263538360596},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4371830224990845},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13431838154792786},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.08416956663131714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5926285982131958},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5218257308006287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5124695897102356},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.45410263538360596},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4371830224990845},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13431838154792786},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.08416956663131714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583489","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1873039235","https://openalex.org/W2073658646","https://openalex.org/W2078103827","https://openalex.org/W2171431008","https://openalex.org/W2476253039","https://openalex.org/W3147874912"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"In":[0,27],"order":[1,71],"to":[2,23,36,40,72,117],"achieve":[3],"an":[4,10],"accurate":[5],"model":[6,128],"of":[7,56,76,96,103,121],"computer-aided":[8],"diagnosis,":[9],"adaptive":[11],"machine":[12,39],"learning":[13],"method":[14,132],"based":[15],"on":[16],"fuzzy":[17],"mathematics":[18],"was":[19,34,68],"proposed":[20],"and":[21,51,85,135],"used":[22,138],"develop":[24],"the":[25,38,42,54,62,74,77,80,99,107,112,125,127,131,140],"model.":[26],"this":[28],"method,":[29],"a":[30],"fixed-step":[31],"search":[32],"algorithm":[33],"adopted":[35],"train":[37],"establish":[41],"model,":[43],"which":[44],"is":[45,115,133],"optimized":[46],"through":[47],"adjusting":[48],"related":[49],"parameters":[50],"continually":[52],"increasing":[53],"value":[55],"object":[57],"parameter":[58],"(OPT)":[59],"until":[60],"reaching":[61],"satisfactory":[63],"terminal":[64],"conditions.":[65],"A":[66],"sample":[67],"selected":[69],"in":[70,88,94,98,119,139],"test":[73],"effectiveness":[75],"method.":[78],"Comparing":[79],"results":[81],"between":[82],"expert's":[83],"diagnosis":[84,87,120],"model-based":[86],"146":[89],"acute":[90],"cerebral":[91],"infarction":[92],"patients":[93],"Department":[95],"Neurology":[97],"First":[100],"Affiliated":[101],"Hospital":[102],"Shanxi":[104],"Medical":[105],"University,":[106],"discrepancies":[108],"are":[109],"minimal.":[110],"Furthermore,":[111],"accuracy":[113],"rate":[114],"up":[116],"90.7%":[118],"86":[122],"outpatients.":[123],"As":[124],"result,":[126],"constructed":[129],"by":[130],"effective":[134],"can":[136],"be":[137],"practical":[141],"medical":[142],"diagnosis.":[143]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
