{"id":"https://openalex.org/W4406260757","doi":"https://doi.org/10.1109/bibm62325.2024.10822667","title":"Researsh of the medication rules of Chinese medicine for the treatment of epilepsy based on data mining","display_name":"Researsh of the medication rules of Chinese medicine for the treatment of epilepsy based on data mining","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406260757","doi":"https://doi.org/10.1109/bibm62325.2024.10822667"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100610544","display_name":"Yu Fu","orcid":"https://orcid.org/0000-0001-5076-6299"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YanSong Fu","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":null,"display_name":"BoYuan Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"BoYuan Tan","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061777805","display_name":"Lin Xue","orcid":"https://orcid.org/0000-0001-8746-1974"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Xue","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338666","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0002-6298-2922"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110454930","display_name":"Xiuli Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XiuLi Sun","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032964708","display_name":"Wei Su","orcid":"https://orcid.org/0000-0002-9302-5332"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Su","raw_affiliation_strings":["Changchun University of Chinese Medicine,School of Medical Information,Changchun,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine,School of Medical Information,Changchun,China","institution_ids":["https://openalex.org/I4210128075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210128075"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4622","last_page":"4629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.6238999962806702,"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":0.6238999962806702,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.026599999517202377,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.018400000408291817,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7782975435256958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4556546211242676},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42853185534477234},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3439524173736572},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28335458040237427},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12377423048019409}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7782975435256958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4556546211242676},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42853185534477234},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3439524173736572},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28335458040237427},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12377423048019409}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W2390279801"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"explore":[2,95],"the":[3,12,20,30,39,65,96,104,127,150,167,174,183,188,236,254],"medication":[4,238,260,271],"rules":[5,239],"of":[6,14,33,41,98,116,122,133,135,149,166,218,248,253],"traditional":[7],"Chinese":[8,44,82,117],"medicine":[9,45],"(TCM)":[10],"in":[11,125,131,228],"treatment":[13,32,40,247,257,269],"epilepsy":[15,42],"through":[16],"data":[17,66],"mining":[18],"utilizing":[19],"R":[21],"language,":[22],"thereby":[23],"furnishing":[24],"a":[25,70,120,216,264],"foundation":[26],"and":[27,57,64,69,91,106,144,159,172,180,182,193,209,259,262,270],"insights":[28,243],"for":[29,202,244,267],"herbal":[31],"epilepsy.":[34],"Methods:":[35],"Clinical":[36],"studies":[37],"on":[38,154],"with":[43,119],"were":[46,67,111,137,169,177,186],"collected":[47],"by":[48],"searching":[49],"China":[50,58],"Knowledge":[51],"Information":[52],"Network":[53],"(CNKI),":[54],"Wanfang,":[55],"VIP,":[56],"Biomedical":[59],"Literature":[60],"Service":[61],"System":[62],"(SinoMed),":[63],"screened":[68],"database":[71],"was":[72,78],"established":[73],"using":[74],"Excel.":[75],"Rstudio":[76],"software":[77],"used":[79,221],"to":[80,94,103],"perform":[81],"herbs":[83,130,222,230],"frequency":[84,121,134],"statistics,":[85],"correlation":[86,200],"analysis,":[87],"association":[88],"rule":[89,213],"analysis":[90,93,197,214,226],"cluster":[92,225],"pattern":[97],"TCM":[99,246],"medication.":[100],"Results:":[101],"According":[102],"inclusion":[105],"exclusion":[107],"criteria,":[108],"197":[109],"prescriptions":[110],"obtained,":[112],"involving":[113],"325":[114],"kinds":[115],"herbs,":[118],"2453":[123],"times,":[124],"which":[126],"top":[128],"three":[129],"terms":[132],"use":[136],"Acorus":[138],"calamus,":[139],"Glycyrrhizae":[140],"Radix":[141],"Et":[142],"Rhizoma,":[143],"Bombyx":[145],"Batryticatus.":[146],"The":[147,163],"classification":[148],"medicines'":[151],"efficacy":[152],"focused":[153],"liver-pacifying":[155],"wind-extinguishing":[156],"medicinal,tonifying":[157],"medicinal,expectorant":[158],"antiasthmatic":[160],"medicine,heat-clearing":[161],"medicinal.":[162],"four":[164,229],"qi":[165],"medicines":[168],"predominantly":[170],"cold":[171],"neutral,":[173],"five":[175],"flavors":[176],"mainly":[178],"sweet":[179],"pungent,":[181],"attributed":[184],"meridians":[185],"primarily":[187],"liver":[189],"meridian,":[190,192],"lung":[191],"spleen":[194],"meridian.":[195],"Correlation":[196],"revealed":[198],"high":[199],"coefficients":[201],"drug":[203],"pairs":[204],"such":[205],"as":[206],"Os":[207],"Draconis":[208],"Ostreae":[210],"Concha.":[211],"Association":[212],"yielded":[215],"total":[217],"22":[219],"commonly":[220],"combinations,":[223],"while":[224],"resulted":[227],"groupings.":[231],"This":[232],"study":[233],"demonstrated":[234],"that":[235],"identified":[237],"can":[240],"offer":[241],"valuable":[242],"clinical":[245,268],"epilepsy,":[249],"enhancing":[250],"our":[251],"understanding":[252],"disease,":[255],"clarifying":[256],"principles":[258],"rules,":[261],"providing":[263],"theoretical":[265],"basis":[266],"identification.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}