{"id":"https://openalex.org/W4396567882","doi":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","title":"Explainable Artificial Intelligence in Healthcare","display_name":"Explainable Artificial Intelligence in Healthcare","publication_year":2024,"publication_date":"2024-04-30","ids":{"openalex":"https://openalex.org/W4396567882","doi":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735"},"language":"en","primary_location":{"id":"doi:10.36948/ijfmr.2024.v06i02.18735","doi":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","pdf_url":"https://www.ijfmr.com/papers/2024/2/18735.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.ijfmr.com/papers/2024/2/18735.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100590979","display_name":"Aniket Kumar -","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aniket Kumar -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095966735","display_name":"Eshan Jaiswal -","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eshan Jaiswal -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113195304","display_name":"Kanishk Gupta -","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kanishk Gupta -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040515619","display_name":"Kartik Chaudhary","orcid":"https://orcid.org/0009-0007-0530-9743","observed_orcids":["https://orcid.org/0009-0007-0530-9743"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kartik Chaudhary -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060281303","display_name":"Pratyush Rai","orcid":"https://orcid.org/0000-0001-6525-5782","observed_orcids":["https://orcid.org/0000-0001-6525-5782"]},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratyush Rai -","raw_affiliation_strings":["Student, Computer Science & Engineering , Chandigarh University , Mohali , Punjab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Student, Computer Science & Engineering , Chandigarh University , Mohali , Punjab","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081574044","display_name":"Er. Radha -","orcid":"https://orcid.org/0000-0001-7957-4792","observed_orcids":["https://orcid.org/0000-0001-7957-4792"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Er. Radha -","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3122,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.52122292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"6","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":1.0,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":1.0,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0,"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/explainable-ai","display_name":"explainable AI","score":0.9990000128746033},{"id":"https://openalex.org/keywords/health-care","display_name":"health care","score":0.7540000081062317},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.8450000286102295},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"clinical decision-making","score":0.8640000224113464},{"id":"https://openalex.org/keywords/ai-transparency","display_name":"AI transparency","score":0.718999981880188},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"model interpretability","score":0.8939999938011169},{"id":"https://openalex.org/keywords/ethical-implications","display_name":"ethical implications","score":0.7110000252723694},{"id":"https://openalex.org/keywords/accountability","display_name":"accountability","score":0.8809999823570251},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.921999990940094},{"id":"https://openalex.org/keywords/patient-privacy","display_name":"patient privacy","score":0.8930000066757202},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.972000002861023}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6142852902412415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4907022714614868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42393144965171814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3499181568622589},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15725737810134888},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36948/ijfmr.2024.v06i02.18735","doi":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","pdf_url":"https://www.ijfmr.com/papers/2024/2/18735.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36948/ijfmr.2024.v06i02.18735","doi":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","is_oa":true,"landing_page_url":"https://doi.org/10.36948/ijfmr.2024.v06i02.18735","pdf_url":"https://www.ijfmr.com/papers/2024/2/18735.pdf","source":{"id":"https://openalex.org/S4210207214","display_name":"International Journal For Multidisciplinary Research","issn_l":"2582-2160","issn":["2582-2160"],"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal For Multidisciplinary Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8048999905586243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396567882.pdf","grobid_xml":"https://content.openalex.org/works/W4396567882.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4399433746","https://openalex.org/W7117558240","https://openalex.org/W4401777134","https://openalex.org/W4404187078","https://openalex.org/W4402961411","https://openalex.org/W4403457107","https://openalex.org/W7153794729","https://openalex.org/W4387586973","https://openalex.org/W6884752494","https://openalex.org/W4409973105"],"abstract_inverted_index":{"Explainable":[0],"Artificial":[1],"Intelligence":[2],"(XAI)":[3],"is":[4],"increasingly":[5],"recognized":[6],"as":[7],"a":[8],"vital":[9],"component":[10],"in":[11,37,45,56,91,118,132],"the":[12,29,42,52,73,83,86,113,122],"deployment":[13],"of":[14,35,54,75,89,115],"AI":[15,80],"systems":[16],"within":[17],"healthcare":[18,49],"settings.":[19],"This":[20],"abstract":[21,109],"synthesizes":[22],"findings":[23,104],"from":[24,105],"fifteen":[25],"research":[26],"papers":[27],"investigating":[28],"prevalence,":[30],"detection":[31,60],"methods,":[32,61],"and":[33,65,99,129],"implications":[34,88],"XAI":[36,46,90,116],"healthcare.":[38],"The":[39],"review":[40,84],"highlights":[41],"growing":[43],"interest":[44],"applications":[47],"among":[48],"professionals,":[50],"emphasizing":[51],"importance":[53],"interpretability":[55,68],"medical":[57,134],"decision-making.":[58],"Various":[59],"including":[62],"rule-based":[63],"approaches":[64],"machine":[66],"learning":[67],"techniques,":[69],"are":[70],"explored,":[71],"illustrating":[72],"diversity":[74],"strategies":[76],"employed":[77],"to":[78,121],"enhance":[79],"transparency.":[81],"Furthermore,":[82],"examines":[85],"ethical":[87,130],"healthcare,":[92,119],"addressing":[93],"concerns":[94],"surrounding":[95],"accountability,":[96],"bias":[97],"mitigation,":[98],"patient":[100],"privacy.":[101],"By":[102],"synthesizing":[103],"multiple":[106],"studies,":[107],"this":[108],"provides":[110],"insights":[111],"into":[112],"integration":[114],"technologies":[117],"contributing":[120],"ongoing":[123],"discourse":[124],"on":[125],"ensuring":[126],"transparency,":[127],"trust,":[128],"considerations":[131],"AI-driven":[133],"practices.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2024-05-02T00:00:00"}