{"id":"https://openalex.org/W1548780694","doi":null,"title":"Heart Diseases Diagnoses using Artificial Neural Network","display_name":"Heart Diseases Diagnoses using Artificial Neural Network","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1548780694","mag":"1548780694"},"language":"en","primary_location":{"id":"pmh:oai:ojs.localhost:article/21552","doi":null,"is_oa":true,"landing_page_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","pdf_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","source":{"id":"https://openalex.org/S4306401197","display_name":"Journals & Books Hosting (International Knowledge Sharing Platform)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Network and Complex Systems; Vol 5, No 4 (2015); 7-10","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052160959","display_name":"Noura Ajam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Noura Ajam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5052160959"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1404,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.89719192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"5","issue":"4","first_page":"7","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9990000128746033,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10320","display_name":"Neural Networks and Applications","score":0.00019999999494757503,"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/heart-disease-diagnosis","display_name":"heart disease diagnosis","score":0.9670000076293945},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.972000002861023},{"id":"https://openalex.org/keywords/feedforward-backpropagation-neural-network","display_name":"feedforward backpropagation neural network","score":0.8360000252723694},{"id":"https://openalex.org/keywords/diagnosis","display_name":"diagnosis","score":0.6990000009536743},{"id":"https://openalex.org/keywords/uci-heart-disease-dataset","display_name":"UCI heart disease dataset","score":0.7870000004768372},{"id":"https://openalex.org/keywords/hidden-neuron-selection","display_name":"hidden neuron selection","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8203533887863159},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.7484292984008789},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6882057189941406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.657667875289917},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6524057984352112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6138870716094971},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.47627967596054077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46912503242492676},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4657284617424011},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15225130319595337},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10736671090126038}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:ojs.localhost:article/21552","doi":null,"is_oa":true,"landing_page_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","pdf_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","source":{"id":"https://openalex.org/S4306401197","display_name":"Journals & Books Hosting (International Knowledge Sharing Platform)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Network and Complex Systems; Vol 5, No 4 (2015); 7-10","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:1548780694","doi":null,"is_oa":false,"landing_page_url":"https://www.iiste.org/Journals/index.php/NCS/article/download/21552/21797","pdf_url":null,"source":{"id":"https://openalex.org/S2764828179","display_name":"Network and complex systems","issn_l":"2224-610X","issn":["2224-610X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Network and complex systems","raw_type":null}],"best_oa_location":{"id":"pmh:oai:ojs.localhost:article/21552","doi":null,"is_oa":true,"landing_page_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","pdf_url":"http://iiste.org/Journals/index.php/NCS/article/view/21552","source":{"id":"https://openalex.org/S4306401197","display_name":"Journals & Books Hosting (International Knowledge Sharing Platform)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Network and Complex Systems; Vol 5, No 4 (2015); 7-10","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1548780694.pdf","grobid_xml":"https://content.openalex.org/works/W1548780694.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1994221311","https://openalex.org/W2096094293","https://openalex.org/W2115953835","https://openalex.org/W2131958044","https://openalex.org/W2137687977","https://openalex.org/W2182273398","https://openalex.org/W2322433705","https://openalex.org/W3135843710"],"related_works":["https://openalex.org/W2925473252","https://openalex.org/W4396736708","https://openalex.org/W3198894100","https://openalex.org/W2996034796","https://openalex.org/W4309081791","https://openalex.org/W2890070546","https://openalex.org/W2135310007","https://openalex.org/W2688034792","https://openalex.org/W2765895826","https://openalex.org/W2896435418"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"attempt":[3],"has":[4],"been":[5],"made":[6],"to":[7,46,106,146],"make":[8],"use":[9],"of":[10,52,56,82,149],"Artificial":[11,158],"Neural":[12,159],"network":[13,40,123,143],"in":[14,33,84,104,152],"Disease":[15],"Diagnosis":[16],"with":[17,59,65,72,127,133],"high":[18],"accuracy.":[19],"Heart":[20,162],"disease":[21,131],"is":[22,29,41,88,112,144],"the":[23,80,85,108,121,142,150,153],"case":[24],"we":[25],"diagnose":[26,107],"here.":[27],"Classification":[28],"an":[30,69],"important":[31],"tool":[32],"medical":[34],"diagnosis.":[35],"Feed-forward":[36],"back":[37],"propagation":[38],"neural":[39,122],"used":[42],"as":[43,129,135],"a":[44,62],"classifier":[45],"distinguish":[47],"between":[48],"absence":[49,130],"and":[50,68,79,92,116,132],"presence":[51,136],"disease.":[53,109,137],"It":[54],"consists":[55],"input":[57,115],"layer":[58,64,71,87],"13":[60],"neuron,":[61],"hidden":[63,86],"20":[66],"neuron":[67],"output":[70],"just":[73],"1":[74],"neuron.":[75],"An":[76],"Activation":[77],"function":[78],"number":[81],"neurons":[83],"selected":[89],"using":[90],"test":[91],"error":[93],"method.":[94],"The":[95,110,118,138],"data":[96,111],"were":[97],"obtained":[98],"from":[99],"UCI":[100],"machine":[101],"learning":[102,166],"repository":[103],"order":[105],"separated":[113],"into":[114],"target.":[117],"targets":[119],"for":[120],"will":[124],"be":[125],"classified":[126],"0\u2019s":[128],"1\u2019s":[134],"result":[139],"shows":[140],"that":[141],"able":[145],"classify":[147],"88%":[148],"cases":[151],"testing":[154],"set.":[155],"Keywords":[156],":":[157],"Networks":[160],"ANN,":[161],"Disease,":[163],"Feed-forward,":[164],"Back-Propagation":[165],"algorithm,":[167],"Medical":[168],"Diagnosis.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}