{"id":"https://openalex.org/W4401822155","doi":"https://doi.org/10.3233/shti240570","title":"Towards a Chatbot for Medical Diagnosis Based on Patient Symptoms","display_name":"Towards a Chatbot for Medical Diagnosis Based on Patient Symptoms","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401822155","doi":"https://doi.org/10.3233/shti240570","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176951"},"language":"en","primary_location":{"id":"doi:10.3233/shti240570","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240570","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240570","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240570","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062641053","display_name":"Kiswendsida Kisito Kabor\u00e9","orcid":"https://orcid.org/0000-0002-6319-416X"},"institutions":[{"id":"https://openalex.org/I230269253","display_name":"Joseph Ayo Babalola University","ror":"https://ror.org/04t9p4363","country_code":"NG","type":"education","lineage":["https://openalex.org/I230269253"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Kisito Kabore","raw_affiliation_strings":["Joseph KI ZERBO University, Burkina Faso"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joseph KI ZERBO University, Burkina Faso","institution_ids":["https://openalex.org/I230269253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106680899","display_name":"Omar Sawadogo","orcid":"https://orcid.org/0009-0008-6399-5697"},"institutions":[{"id":"https://openalex.org/I230269253","display_name":"Joseph Ayo Babalola University","ror":"https://ror.org/04t9p4363","country_code":"NG","type":"education","lineage":["https://openalex.org/I230269253"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Omar Sawadogo","raw_affiliation_strings":["Joseph KI ZERBO University, Burkina Faso"],"raw_orcid":"https://orcid.org/0009-0008-6399-5697","affiliations":[{"raw_affiliation_string":"Joseph KI ZERBO University, Burkina Faso","institution_ids":["https://openalex.org/I230269253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086371856","display_name":"Yaya Traor\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I230269253","display_name":"Joseph Ayo Babalola University","ror":"https://ror.org/04t9p4363","country_code":"NG","type":"education","lineage":["https://openalex.org/I230269253"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Yaya Traore","raw_affiliation_strings":["Joseph KI ZERBO University, Burkina Faso"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joseph KI ZERBO University, Burkina Faso","institution_ids":["https://openalex.org/I230269253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018246108","display_name":"Julie Thiombiano","orcid":null},"institutions":[{"id":"https://openalex.org/I3131918342","display_name":"Nazi Boni University","ror":"https://ror.org/04cq90n15","country_code":"BF","type":"education","lineage":["https://openalex.org/I3131918342"]}],"countries":["BF"],"is_corresponding":false,"raw_author_name":"Julie Thiombiano","raw_affiliation_strings":["Nazi BONI University, Burkina Faso"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazi BONI University, Burkina Faso","institution_ids":["https://openalex.org/I3131918342"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9004,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80106928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"316","issue":null,"first_page":"958","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.8924000263214111,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.8924000263214111,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.8852999806404114,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.8773000240325928,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.966048002243042},{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.6323934197425842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6120798587799072},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5492395162582397},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.5161893963813782},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4959920346736908},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43137434124946594},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34686532616615295},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32108569145202637},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07952305674552917}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.966048002243042},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.6323934197425842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120798587799072},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5492395162582397},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.5161893963813782},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4959920346736908},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43137434124946594},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34686532616615295},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32108569145202637},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07952305674552917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240570","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240570","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240570","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176951","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176951","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti240570","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240570","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240570","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401822155.pdf"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W3156554233","https://openalex.org/W3187796790","https://openalex.org/W3201371154","https://openalex.org/W4214700231","https://openalex.org/W4382292773"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W2795601048","https://openalex.org/W2403324299","https://openalex.org/W2621177934","https://openalex.org/W4286287737","https://openalex.org/W1844100222","https://openalex.org/W3009852816","https://openalex.org/W2513223212","https://openalex.org/W42576273","https://openalex.org/W4366451129"],"abstract_inverted_index":{"The":[0,40,85,107],"advent":[1],"of":[2,10,24,42,112],"artificial":[3,34],"intelligence":[4,35],"has":[5],"positively":[6],"transformed":[7],"many":[8],"areas":[9,120],"our":[11],"lives,":[12],"including":[13],"the":[14,22,55,80,99,110],"medical":[15,26,81],"field.":[16],"In":[17],"this":[18,43],"article,":[19],"we":[20],"propose":[21],"development":[23],"a":[25,50,75],"diagnosis":[27,52],"chatbot":[28,86],"based":[29,53],"on":[30,54],"patients'":[31],"symptoms,":[32],"using":[33,74,90],"as":[36],"an":[37],"innovative":[38],"solution.":[39],"aim":[41],"tool":[44],"is":[45],"to":[46,66,78,114],"provide":[47],"doctors":[48],"with":[49,96],"preliminary":[51],"symptoms":[56],"presented":[57],"by":[58],"patients.":[59],"Our":[60],"proposal":[61],"involves":[62],"first":[63],"building":[64],"models":[65],"be":[67],"used":[68],"for":[69,98,104],"predicting":[70],"diseases,":[71],"and":[72,83,94,102],"then":[73],"llama-inspired":[76],"model":[77],"generate":[79],"report":[82],"prescription.":[84],"system":[87],"was":[88],"implemented":[89],"Python,":[91],"HTML,":[92],"CSS":[93],"JavaScript,":[95],"FastAPI":[97],"RESTful":[100],"API":[101],"PostgreSQL":[103],"data":[105],"management.":[106],"results":[108],"highlight":[109],"potential":[111],"AI":[113],"improve":[115],"healthcare":[116],"services,":[117],"especially":[118],"in":[119],"where":[121],"resources":[122],"are":[123],"limited.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
