{"id":"https://openalex.org/W4386608824","doi":"https://doi.org/10.1109/access.2023.3314332","title":"An Intelligent Disease Prediction and Drug Recommendation Prototype by Using Multiple Approaches of Machine Learning Algorithms","display_name":"An Intelligent Disease Prediction and Drug Recommendation Prototype by Using Multiple Approaches of Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386608824","doi":"https://doi.org/10.1109/access.2023.3314332"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3314332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314332","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10247046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10247046.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067052534","display_name":"Suvendu Kumar Nayak","orcid":"https://orcid.org/0000-0002-9869-5220"},"institutions":[{"id":"https://openalex.org/I47639616","display_name":"Centurion University of Technology and Management","ror":"https://ror.org/03js1g511","country_code":"IN","type":"education","lineage":["https://openalex.org/I47639616"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvendu Kumar Nayak","raw_affiliation_strings":["Department of Computer Science and Engineering, Centurion University of Technology and Management, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-9869-5220","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Centurion University of Technology and Management, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I47639616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066624624","display_name":"Mamata Garanayak","orcid":"https://orcid.org/0000-0003-3623-5648"},"institutions":[{"id":"https://openalex.org/I4210133783","display_name":"Institute of Social Sciences","ror":"https://ror.org/040f8w440","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210133783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mamata Garanayak","raw_affiliation_strings":["Department of Computer Science, Kalinga Institute of Social Sciences, Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0003-3623-5648","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kalinga Institute of Social Sciences, Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210133783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064803574","display_name":"Sangram Keshari Swain","orcid":"https://orcid.org/0000-0002-6900-2851"},"institutions":[{"id":"https://openalex.org/I47639616","display_name":"Centurion University of Technology and Management","ror":"https://ror.org/03js1g511","country_code":"IN","type":"education","lineage":["https://openalex.org/I47639616"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sangram Keshari Swain","raw_affiliation_strings":["Department of Computer Science and Engineering, Centurion University of Technology and Management, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-6900-2851","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Centurion University of Technology and Management, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I47639616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008160637","display_name":"Sandeep Kumar Panda","orcid":"https://orcid.org/0000-0002-0752-4267"},"institutions":[{"id":"https://openalex.org/I4210138731","display_name":"ICFAI Foundation for Higher Education","ror":"https://ror.org/04p3pp808","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138731"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Kumar Panda","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, Faculty of Science and Technology (IcfaiTech), ICFAI Foundation for Higher Education, Hyderabad, Telangana, India"],"raw_orcid":"https://orcid.org/0000-0002-0752-4267","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, Faculty of Science and Technology (IcfaiTech), ICFAI Foundation for Higher Education, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I4210138731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083074675","display_name":"Deepthi Godavarthi","orcid":"https://orcid.org/0000-0003-0712-6899"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepthi Godavarthi","raw_affiliation_strings":["School of Computer Science &#x0026; Engineering (SCOPE), VIT-AP University, Amaravati, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-0712-6899","affiliations":[{"raw_affiliation_string":"School of Computer Science &#x0026; Engineering (SCOPE), VIT-AP University, Amaravati, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":20.3719,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.99320279,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"99304","last_page":"99318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9961000084877014,"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":0.9961000084877014,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.982699990272522,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9424999952316284,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7982959747314453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7339629530906677},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.7129425406455994},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6473898887634277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5679969787597656},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5181873440742493},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4286336898803711},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37236279249191284},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13070842623710632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7982959747314453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7339629530906677},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.7129425406455994},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6473898887634277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5679969787597656},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5181873440742493},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4286336898803711},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37236279249191284},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13070842623710632},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3314332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314332","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10247046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:706b94c93fcf4177b95fc5d2880a879e","is_oa":true,"landing_page_url":"https://doaj.org/article/706b94c93fcf4177b95fc5d2880a879e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 99304-99318 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3314332","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3314332","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10247046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386608824.pdf","grobid_xml":"https://content.openalex.org/works/W4386608824.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1139185857","https://openalex.org/W2013657393","https://openalex.org/W2060947741","https://openalex.org/W2070741095","https://openalex.org/W2100368765","https://openalex.org/W2149802037","https://openalex.org/W2166922358","https://openalex.org/W2182927394","https://openalex.org/W2277897549","https://openalex.org/W2540844077","https://openalex.org/W2546812622","https://openalex.org/W2548545055","https://openalex.org/W2886785829","https://openalex.org/W2949854251","https://openalex.org/W3042698632","https://openalex.org/W3111523098","https://openalex.org/W3135000395","https://openalex.org/W4223410911","https://openalex.org/W4247078283","https://openalex.org/W4281615647","https://openalex.org/W4281749723","https://openalex.org/W4311051464","https://openalex.org/W6838014954"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W4249377076","https://openalex.org/W2565703248","https://openalex.org/W187246281"],"abstract_inverted_index":{"Large":[0],"blocks":[1],"of":[2,52,186],"data":[3,12,30,53],"must":[4],"be":[5,34,64,177],"analyzed":[6],"and":[7,21,47,91,116,132,147,159,182],"explored":[8],"by":[9,56],"utilizing":[10],"the":[11,29,40,76,86,92,100,127,142,155],"mining":[13,31],"procedures":[14,32],"in":[15,103,162,167,173,179],"order":[16],"to":[17,66,118,125,140,153],"uncover":[18],"significant":[19],"patterns":[20],"trends.":[22],"Medical":[23],"databases":[24],"are":[25,42,54,79,89,123,138,151],"one":[26],"area":[27],"where":[28],"can":[33,82,95,176],"utilized.":[35],"Many":[36],"people":[37],"all":[38],"over":[39],"world":[41],"struggling":[43],"with":[44],"their":[45],"health":[46],"medical":[48],"diagnoses.":[49],"Massive":[50],"amounts":[51],"produced":[55],"hospital":[57],"information":[58],"systems":[59],"(HIS),":[60],"yet":[61],"it":[62,98],"might":[63],"difficult":[65],"extract":[67],"knowledge":[68],"from":[69],"diagnosis":[70],"case":[71],"data.":[72],"By":[73],"just":[74],"giving":[75],"symptoms":[77],"they":[78,88],"experiencing,":[80],"patients":[81],"quickly":[83],"learn":[84],"about":[85],"sickness":[87],"experiencing":[90],"medication":[93],"that":[94],"assist,":[96],"treat":[97],"using":[99],"approaches":[101],"utilized":[102,124,139,152,161,178],"this":[104,107,163,174],"paper.":[105],"In":[106],"paper,":[108],"we":[109],"give":[110],"drug":[111],"recommendations":[112],"relied":[113,135],"on":[114,136],"ratings":[115],"conditions":[117],"customers.":[119],"Four":[120],"distinct":[121],"prototypes":[122],"predict":[126],"diseases.":[128],"The":[129,169],"Vader":[130],"tool":[131],"sentiment":[133],"analysis":[134],"NLP":[137],"analyze":[141],"reviews.":[143],"And":[144],"finally,":[145],"probabilistic":[146],"weighted":[148],"average":[149],"methodologies":[150],"recommend":[154],"medications.":[156],"Each":[157],"model":[158],"strategy":[160],"paper":[164],"is":[165],"described":[166],"detail.":[168],"experimental":[170],"findings":[171],"presented":[172],"work":[175],"future":[180],"studies":[181],"for":[183],"a":[184],"variety":[185],"different":[187],"medicinal":[188],"applications.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
