{"id":"https://openalex.org/W7147832299","doi":"https://doi.org/10.48550/arxiv.2603.28191","title":"DongYuan: An LLM-Based Framework for Integrative Chinese and Western Medicine Spleen-Stomach Disorders Diagnosis","display_name":"DongYuan: An LLM-Based Framework for Integrative Chinese and Western Medicine Spleen-Stomach Disorders Diagnosis","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7147832299","doi":"https://doi.org/10.48550/arxiv.2603.28191"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.28191","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.28191","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.28191","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5132564163","display_name":"Hua Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Hua","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132691246","display_name":"Yingying Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Yingying","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039861476","display_name":"Xiaobin Feng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng, Xiaobin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132719289","display_name":"Xinyi Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu, Xinyi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132623487","display_name":"Lifeng Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong, Lifeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132638600","display_name":"Qingfeng Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Qingfeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132667588","display_name":"Yanzhe Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yanzhe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058022863","display_name":"Xiaoju Feng","orcid":"https://orcid.org/0009-0004-3615-5191"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng, Xiaoju","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132575499","display_name":"Zhidong Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Zhidong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100554521","display_name":"Jianbin Guo","orcid":"https://orcid.org/0009-0006-1038-4986"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Jianbin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5132568570","display_name":"Yanru Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Yanru","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.6319000124931335,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.6319000124931335,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.1006999984383583,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.04039999842643738,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6050999760627747},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.4961000084877014},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.4943000078201294},{"id":"https://openalex.org/keywords/western-medicine","display_name":"Western medicine","score":0.49160000681877136},{"id":"https://openalex.org/keywords/integrative-medicine","display_name":"Integrative medicine","score":0.43619999289512634},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4226999878883362},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.388700008392334},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.38429999351501465}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6050999760627747},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4961000084877014},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.4943000078201294},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.49219998717308044},{"id":"https://openalex.org/C2991693576","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Western medicine","level":4,"score":0.49160000681877136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45399999618530273},{"id":"https://openalex.org/C2778587949","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Integrative medicine","level":3,"score":0.43619999289512634},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41029998660087585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39739999175071716},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.388700008392334},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.38429999351501465},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.362199991941452},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C3020448403","wikidata":"https://www.wikidata.org/wiki/Q5282120","display_name":"Burden of disease","level":3,"score":0.33180001378059387},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2962000072002411},{"id":"https://openalex.org/C2780664029","wikidata":"https://www.wikidata.org/wiki/Q5282120","display_name":"Disease burden","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2694999873638153},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26030001044273376},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.28191","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.28191","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.28191","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.28191","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"clinical":[1,148],"burden":[2],"of":[3,27,36,41,44,50,59,68,125,163,193],"spleen-stomach":[4,83,104,164],"disorders":[5],"is":[6],"substantial.":[7],"While":[8],"large":[9],"language":[10],"models":[11,42],"(LLMs)":[12],"offer":[13],"new":[14],"potential":[15],"for":[16,103,189],"medical":[17,61],"applications,":[18],"they":[19],"face":[20],"three":[21,87],"major":[22],"challenges":[23],"in":[24,100],"the":[25,39,47,66,98,190],"context":[26],"integrative":[28],"Chinese":[29,52],"and":[30,65,92,130,135,184],"Western":[31,60],"medicine":[32,53],"(ICWM):":[33],"a":[34,69,110,121,140,155,180],"lack":[35],"high-quality":[37,101],"data,":[38],"absence":[40],"capable":[43],"effectively":[45],"integrating":[46],"reasoning":[48,118],"logic":[49],"traditional":[51],"(TCM)":[54],"syndrome":[55],"differentiation":[56],"with":[57,138],"that":[58,114,169],"(WM)":[62],"disease":[63],"diagnosis,":[64],"shortage":[67],"standardized":[70],"evaluation":[71,157],"benchmark.":[72],"To":[73],"address":[74],"these":[75],"interrelated":[76],"challenges,":[77],"we":[78,152],"propose":[79],"DongYuan,":[80],"an":[81],"ICWM":[82,88,117,161,195],"diagnostic":[84,112,196],"framework.":[85],"Specifically,":[86],"datasets":[89],"(SSDF-Syndrome,":[90],"SSDF-Dialogue,":[91],"SSDF-PD)":[93],"were":[94],"curated":[95],"to":[96,146],"fill":[97],"gap":[99],"data":[102],"disorders.":[105,165],"We":[106],"then":[107],"developed":[108],"SSDF-Core,":[109],"core":[111],"LLM":[113],"acquires":[115],"robust":[116],"capabilities":[119],"through":[120],"two-stage":[122],"training":[123],"regimen":[124],"supervised":[126],"fine-tuning.":[127],"tuning":[128],"(SFT)":[129],"direct":[131],"preference":[132],"optimization":[133],"(DPO),":[134],"complemented":[136],"it":[137],"SSDF-Navigator,":[139],"pluggable":[141],"consultation":[142],"navigation":[143],"model":[144],"designed":[145],"optimize":[147],"inquiry":[149],"strategies.":[150],"Additionally,":[151],"established":[153],"SSDF-Bench,":[154],"comprehensive":[156],"benchmark":[158],"focused":[159],"on":[160,176],"diagnosis":[162],"Experimental":[166],"results":[167],"demonstrate":[168],"SSDF-Core":[170],"significantly":[171],"outperforms":[172],"12":[173],"mainstream":[174],"baselines":[175],"SSDF-Bench.":[177],"DongYuan":[178],"lays":[179],"solid":[181],"methodological":[182],"foundation":[183],"provides":[185],"practical":[186],"technical":[187],"references":[188],"future":[191],"development":[192],"intelligent":[194],"systems.":[197]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-02T00:00:00"}
