{"id":"https://openalex.org/W7124153909","doi":"https://doi.org/10.1145/3777577.3777598","title":"Artificial Intelligence-Clinical Decision Support Systems: Integrating Intelligent Evidence Retrieval with Advanced AI for Personalized Healthcare","display_name":"Artificial Intelligence-Clinical Decision Support Systems: Integrating Intelligent Evidence Retrieval with Advanced AI for Personalized Healthcare","publication_year":2025,"publication_date":"2025-10-24","ids":{"openalex":"https://openalex.org/W7124153909","doi":"https://doi.org/10.1145/3777577.3777598"},"language":null,"primary_location":{"id":"doi:10.1145/3777577.3777598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777598","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3777577.3777598","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119426537","display_name":"Bangyin Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bangyin Xiang","raw_affiliation_strings":["Communication University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-4652-9637","affiliations":[{"raw_affiliation_string":"Communication University of China, Beijing, China","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5119426537"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.62931418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"132","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7871000170707703,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.7871000170707703,"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":0.07890000194311142,"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":0.024000000208616257,"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/decision-support-system","display_name":"Decision support system","score":0.6341999769210815},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.5921000242233276},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4740999937057495},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.47209998965263367},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.42809998989105225},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.38940000534057617},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.31349998712539673},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.3052999973297119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7024999856948853},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6341999769210815},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.5921000242233276},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4740999937057495},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.47209998965263367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45320001244544983},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.42809998989105225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4142000079154968},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34880000352859497},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.27410000562667847},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.2662000060081482},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.260699987411499},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C114073186","wikidata":"https://www.wikidata.org/wiki/Q2631895","display_name":"Automated planning and scheduling","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3777577.3777598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777598","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3777577.3777598","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777598","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6053048372268677,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1878187719","https://openalex.org/W2911489562","https://openalex.org/W2971940192","https://openalex.org/W3014246070","https://openalex.org/W4212988381","https://openalex.org/W4280572991","https://openalex.org/W4304014045","https://openalex.org/W4307331433","https://openalex.org/W4313432522","https://openalex.org/W4385245566","https://openalex.org/W4389087385","https://openalex.org/W4391746891","https://openalex.org/W4394571531","https://openalex.org/W4396670370","https://openalex.org/W4400958434","https://openalex.org/W4400984022","https://openalex.org/W4401448404","https://openalex.org/W4402969577","https://openalex.org/W4404326513","https://openalex.org/W4406062782","https://openalex.org/W4406928514","https://openalex.org/W4408061886"],"related_works":[],"abstract_inverted_index":{"In":[0],"recent":[1,35],"years,":[2],"artificial":[3],"intelligence":[4],"and":[5,33,64,88,108,124],"big":[6],"data":[7,79,122],"have":[8],"increasingly":[9],"influenced":[10],"healthcare,":[11],"contributing":[12],"to":[13,38,48,68,80],"the":[14,52,97,101],"development":[15],"of":[16],"clinical":[17,82,113],"decision":[18,125],"support":[19],"systems":[20],"(CDSS).":[21],"This":[22],"paper":[23,95],"presents":[24],"a":[25,40],"framework":[26,59],"for":[27,55,120],"an":[28],"Artificial":[29],"Intelligence-CDSS(AI-CDSS)":[30],"that":[31],"retrieves":[32],"summarizes":[34],"medical":[36],"literature":[37,71],"build":[39],"continuously":[41],"updated":[42],"knowledge":[43,74],"base.":[44],"The":[45,58,94],"goal":[46],"is":[47],"provide":[49],"clinicians":[50],"with":[51],"latest":[53],"evidence":[54],"informed":[56],"decision-making.":[57],"uses":[60],"natural":[61],"language":[62],"processing":[63],"graph":[65],"neural":[66],"networks":[67],"convert":[69],"unstructured":[70],"into":[72],"structured":[73],"graphs,":[75],"while":[76],"integrating":[77],"multimodal":[78],"generate":[81],"recommendations.":[83],"These":[84],"recommendations":[85],"are":[86],"personalized":[87],"interpretable,":[89],"facilitated":[90],"by":[91,100],"Transformer":[92],"models.":[93,126],"discusses":[96],"challenges":[98],"encountered":[99],"framework,":[102],"its":[103,109],"role":[104],"in":[105,112],"precision":[106],"medicine,":[107],"potential":[110],"applications":[111],"decision-making,":[114],"as":[115,117],"well":[116],"future":[118],"directions":[119],"improving":[121],"integration":[123]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-15T00:00:00"}
