{"id":"https://openalex.org/W1524437335","doi":"https://doi.org/10.1109/icarcv.2002.1235004","title":"Prediction of hepatitis C using artificial neural network","display_name":"Prediction of hepatitis C using artificial neural network","publication_year":2004,"publication_date":"2004-01-23","ids":{"openalex":"https://openalex.org/W1524437335","doi":"https://doi.org/10.1109/icarcv.2002.1235004","mag":"1524437335"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2002.1235004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2002.1235004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002.","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/A5021290360","display_name":"Rishi Jajoo","orcid":null},"institutions":[{"id":"https://openalex.org/I2801683584","display_name":"University Hospital, Newark","ror":"https://ror.org/02snf5j61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801683584"]},{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Jajoo","raw_affiliation_strings":["School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I2801683584"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108353265","display_name":"D.P. Mital","orcid":null},"institutions":[{"id":"https://openalex.org/I2801683584","display_name":"University Hospital, Newark","ror":"https://ror.org/02snf5j61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801683584"]},{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Mital","raw_affiliation_strings":["School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I2801683584"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034093215","display_name":"Sabrina Haque","orcid":"https://orcid.org/0000-0001-7876-9782"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]},{"id":"https://openalex.org/I2801683584","display_name":"University Hospital, Newark","ror":"https://ror.org/02snf5j61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801683584"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Haque","raw_affiliation_strings":["School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I2801683584"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053459092","display_name":"S. Srinivasan","orcid":"https://orcid.org/0000-0002-8513-3771"},"institutions":[{"id":"https://openalex.org/I2801683584","display_name":"University Hospital, Newark","ror":"https://ror.org/02snf5j61","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801683584"]},{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Srinivasan","raw_affiliation_strings":["School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"School Of Health Related Professions, Department Of Biomedical Informatics, University of Medicine and Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I2801683584"]},{"raw_affiliation_string":"Dept. of Biomed. Inf., Univ. of Med. & Dentistry of New Jersey, Newark, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021290360"],"corresponding_institution_ids":["https://openalex.org/I102322142","https://openalex.org/I2801683584"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.03681469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"1545","last_page":"1550"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10151","display_name":"Hepatitis C virus research","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9682999849319458,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7573132514953613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.700897216796875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6526263356208801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6284101009368896},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5764474272727966},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.46981316804885864},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.424063503742218},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3880198001861572}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7573132514953613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.700897216796875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6526263356208801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6284101009368896},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5764474272727966},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.46981316804885864},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.424063503742218},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3880198001861572},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarcv.2002.1235004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2002.1235004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"7th International Conference on Control, Automation, Robotics and Vision, 2002. ICARCV 2002.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1533645905","https://openalex.org/W2023557964","https://openalex.org/W2029254930","https://openalex.org/W2070683645","https://openalex.org/W2321700180","https://openalex.org/W2475295576"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W2894173309","https://openalex.org/W4387932263","https://openalex.org/W2098962763","https://openalex.org/W2371065793","https://openalex.org/W2157746493"],"abstract_inverted_index":{"The":[0,42,73,86,171,188],"main":[1,189],"objective":[2],"of":[3,27,62,120,130,138,191],"this":[4,121],"research":[5,180],"project":[6],"is":[7,182,195,198],"develop":[8],"an":[9],"expert":[10],"system":[11,45,194],"module,":[12],"based":[13,38,44,110],"on":[14,123],"a":[15,49],"back":[16],"propagation":[17],"feed":[18],"forward":[19],"artificial":[20],"neural":[21],"networks":[22],"(ANNs),":[23],"for":[24,80,162],"the":[25,77,92,106,118,124,186,192],"diagnosis":[26],"hepatitis":[28,131],"C":[29,94,132],"and":[30,66,71,76,141,168,200],"compare":[31],"its":[32],"performance":[33,100],"with":[34,48],"other":[35],"existing":[36,128],"computer":[37,108],"decision":[39],"support":[40],"systems.":[41],"ANN":[43,63],"was":[46,83,88,101,135],"developed":[47,193],"commercially":[50],"available":[51],"software":[52],"package":[53],"(Brain":[54],"Maker,":[55],"California":[56],"scientific":[57],"Software).":[58],"Two":[59],"different":[60],"types":[61],"models,":[64],"unsupervised":[65],"supervised,":[67],"were":[68,145,149,160],"developed,":[69],"compared,":[70],"tested.":[72],"predictive":[74],"accuracy":[75],"model":[78,82,87,109],"training":[79],"supervised":[81],"significantly":[84,103],"better.":[85],"able":[89],"to":[90,116,184],"predict":[91],"Hepatitis":[93],"in":[95],"patients":[96],"very":[97,175],"accurately,":[98],"however":[99],"not":[102,155],"better":[104],"than":[105],"traditional":[107],"techniques.":[111],"Further":[112],"investigations":[113],"are":[114],"needed":[115],"understand":[117],"impact":[119],"methodology":[122],"outcome":[125],"analysis.":[126],"An":[127],"database":[129],"infected":[133,140],"patient":[134,163,166,169],"used.":[136],"Data":[137],"15":[139],"20":[142],"normal":[143],"individual":[144],"collected.":[146],"Dichotomous":[147],"variables":[148],"coded":[150],"as":[151],"present":[152,156],"(1)":[153],"or":[154],"(0).":[157],"Continuous":[158],"variable":[159],"recorded":[161],"age,":[164],"ethnicity,":[165],"number":[167],"sex.":[170],"results":[172],"have":[173],"been":[174],"interesting,":[176],"however,":[177],"some":[178],"more":[179],"work":[181],"required":[183],"fine-tune":[185],"results.":[187],"advantage":[190],"that":[196],"it":[197],"adaptive":[199],"self-adaptive":[201],"type.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
