{"id":"https://openalex.org/W2916833537","doi":"https://doi.org/10.1007/978-3-030-11479-4_12","title":"Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets","display_name":"Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2916833537","doi":"https://doi.org/10.1007/978-3-030-11479-4_12","mag":"2916833537"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11479-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11479-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5076932466","display_name":"Alper Ba\u015ft\u00fcrk","orcid":"https://orcid.org/0000-0001-5810-0643"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper Ba\u015ft\u00fcrk","raw_affiliation_strings":["Department of Computer Engineering, Erciyes University, 38039, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Erciyes University, 38039, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055140766","display_name":"Hasan Badem","orcid":"https://orcid.org/0000-0002-4262-8774"},"institutions":[{"id":"https://openalex.org/I46017","display_name":"Kahramanmara\u015f S\u00fct\u00e7\u00fc \u0130mam University","ror":"https://ror.org/03gn5cg19","country_code":"TR","type":"education","lineage":["https://openalex.org/I46017"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan Badem","raw_affiliation_strings":["Department of Computer Engineering, Kahramanmaras Sutcu Imam University, 46100, Kahramanmaras, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kahramanmaras Sutcu Imam University, 46100, Kahramanmaras, Turkey","institution_ids":["https://openalex.org/I46017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013342066","display_name":"Abdullah \u00c7al\u0131\u015fkan","orcid":"https://orcid.org/0000-0002-9265-6335"},"institutions":[{"id":"https://openalex.org/I4210155859","display_name":"\u0130skenderun Technical University","ror":"https://ror.org/052nzqz14","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210155859"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdullah Caliskan","raw_affiliation_strings":["Department of Biomedical Engineering, Iskenderun Technical University, 31200, Hatay, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Iskenderun Technical University, 31200, Hatay, Turkey","institution_ids":["https://openalex.org/I4210155859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084928308","display_name":"Mehmet Emin Y\u00fcksel","orcid":"https://orcid.org/0000-0001-8167-096X"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mehmet Emin Y\u00fcksel","raw_affiliation_strings":["Department of Biomedical Engineering, Erciyes University, 38039, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Erciyes University, 38039, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084928308"],"corresponding_institution_ids":["https://openalex.org/I87673952"],"apc_list":null,"apc_paid":null,"fwci":0.5348,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67448472,"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":"259","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9976999759674072,"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":0.9976999759674072,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9934999942779541,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.992900013923645,"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/softmax-function","display_name":"Softmax function","score":0.906316876411438},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.8181269764900208},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7266112565994263},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6451852321624756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6399276852607727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5561794638633728},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5450402498245239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48235052824020386},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43852102756500244},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39763274788856506}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.906316876411438},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.8181269764900208},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7266112565994263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6451852321624756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6399276852607727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5561794638633728},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5450402498245239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48235052824020386},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43852102756500244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39763274788856506}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-11479-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11479-4_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W100556962","https://openalex.org/W1258010184","https://openalex.org/W1483055888","https://openalex.org/W1500401801","https://openalex.org/W1510073064","https://openalex.org/W1534639110","https://openalex.org/W1541145887","https://openalex.org/W1570286060","https://openalex.org/W1806891645","https://openalex.org/W1908728294","https://openalex.org/W1965927354","https://openalex.org/W1966725084","https://openalex.org/W1969557815","https://openalex.org/W1979872903","https://openalex.org/W1989164753","https://openalex.org/W1999813152","https://openalex.org/W2000359198","https://openalex.org/W2001276882","https://openalex.org/W2005887509","https://openalex.org/W2010285723","https://openalex.org/W2012552855","https://openalex.org/W2012712610","https://openalex.org/W2020816856","https://openalex.org/W2036129195","https://openalex.org/W2040895929","https://openalex.org/W2043435994","https://openalex.org/W2050206309","https://openalex.org/W2054048180","https://openalex.org/W2059257214","https://openalex.org/W2065750810","https://openalex.org/W2068677783","https://openalex.org/W2076707252","https://openalex.org/W2084812512","https://openalex.org/W2089967664","https://openalex.org/W2093028965","https://openalex.org/W2100495367","https://openalex.org/W2102017903","https://openalex.org/W2127416213","https://openalex.org/W2139212933","https://openalex.org/W2143305386","https://openalex.org/W2148239836","https://openalex.org/W2149706766","https://openalex.org/W2155653793","https://openalex.org/W2166116063","https://openalex.org/W2173314530","https://openalex.org/W2207374674","https://openalex.org/W2214125478","https://openalex.org/W2248620004","https://openalex.org/W2278157375","https://openalex.org/W2279836275","https://openalex.org/W2282915343","https://openalex.org/W2283340597","https://openalex.org/W2303028976","https://openalex.org/W2544538455","https://openalex.org/W2588380140","https://openalex.org/W2594436708","https://openalex.org/W2609900267","https://openalex.org/W2621254172","https://openalex.org/W2763600295","https://openalex.org/W2766385454","https://openalex.org/W2890828616","https://openalex.org/W2919115771","https://openalex.org/W2921974788","https://openalex.org/W2988864014","https://openalex.org/W3015018484","https://openalex.org/W4229900359","https://openalex.org/W6603117841"],"related_works":["https://openalex.org/W2769441402","https://openalex.org/W2594436708","https://openalex.org/W4360994128","https://openalex.org/W3086240734","https://openalex.org/W2736305774","https://openalex.org/W2951850672","https://openalex.org/W2789476480","https://openalex.org/W3170224572","https://openalex.org/W3120400911","https://openalex.org/W4321789545"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}