{"id":"https://openalex.org/W2093894711","doi":"https://doi.org/10.1109/bmei.2014.7002860","title":"A clinical decision support system for primary headache disorder based on hybrid intelligent reasoning","display_name":"A clinical decision support system for primary headache disorder based on hybrid intelligent reasoning","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2093894711","doi":"https://doi.org/10.1109/bmei.2014.7002860","mag":"2093894711"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2014.7002860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2014.7002860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 7th International Conference on Biomedical Engineering and Informatics","raw_type":"proceedings-article"},"type":"article","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/A5037967551","display_name":"Ziming Yin","orcid":"https://orcid.org/0000-0002-7572-1748"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziming Yin","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058520218","display_name":"Lingtong Min","orcid":"https://orcid.org/0000-0003-3970-7823"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingtong Min","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050004899","display_name":"Xudong L\u00fc","orcid":"https://orcid.org/0000-0001-7658-5250"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Lu","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056801542","display_name":"Huilong Duan","orcid":"https://orcid.org/0000-0003-3893-213X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huilong Duan","raw_affiliation_strings":["College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027"],"affiliations":[{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, The Key Laboratory of Biomedical Engineering, Hangzhou, Zhejiang Province, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biomedical Engineering and Instrument Science, Yuquan Campus, Zhejiang University, The Key Laboratory of Biomedical Engineering, Ministry of Education, China, Hangzhou, Zhejiang Province, P.R. China, 310027","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037967551"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.3086,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68691153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"683","last_page":"687"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12664","display_name":"Clinical practice guidelines implementation","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T12664","display_name":"Clinical practice guidelines implementation","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9341999888420105,"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/case-based-reasoning","display_name":"Case-based reasoning","score":0.6772974729537964},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.6103532314300537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5895624160766602},{"id":"https://openalex.org/keywords/primary-headache","display_name":"Primary headache","score":0.56527179479599},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.55255126953125},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.533432126045227},{"id":"https://openalex.org/keywords/guideline","display_name":"Guideline","score":0.5283214449882507},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.5062884092330933},{"id":"https://openalex.org/keywords/headaches","display_name":"Headaches","score":0.47994521260261536},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.47507113218307495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47279590368270874},{"id":"https://openalex.org/keywords/reasoning-system","display_name":"Reasoning system","score":0.41513383388519287},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3312881290912628},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3069397807121277},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12073320150375366}],"concepts":[{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.6772974729537964},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.6103532314300537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5895624160766602},{"id":"https://openalex.org/C3017995614","wikidata":"https://www.wikidata.org/wiki/Q86","display_name":"Primary headache","level":3,"score":0.56527179479599},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.55255126953125},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.533432126045227},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.5283214449882507},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.5062884092330933},{"id":"https://openalex.org/C2780966972","wikidata":"https://www.wikidata.org/wiki/Q86","display_name":"Headaches","level":2,"score":0.47994521260261536},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.47507113218307495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47279590368270874},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.41513383388519287},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3312881290912628},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3069397807121277},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12073320150375366},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2014.7002860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2014.7002860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 7th International Conference on Biomedical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W105550969","https://openalex.org/W1484382711","https://openalex.org/W1967293216","https://openalex.org/W2009552933","https://openalex.org/W2028907681","https://openalex.org/W2038269287","https://openalex.org/W2063423708","https://openalex.org/W2064319756","https://openalex.org/W2073153312","https://openalex.org/W2109377833","https://openalex.org/W2125416216","https://openalex.org/W2125941004","https://openalex.org/W2132190579","https://openalex.org/W2137585135","https://openalex.org/W2162638310","https://openalex.org/W2166617999","https://openalex.org/W2769724041","https://openalex.org/W3150129928","https://openalex.org/W6604340111","https://openalex.org/W6680038427"],"related_works":["https://openalex.org/W2379464034","https://openalex.org/W1646561071","https://openalex.org/W2949310178","https://openalex.org/W3174035531","https://openalex.org/W2350158949","https://openalex.org/W2030043097","https://openalex.org/W1526477225","https://openalex.org/W2145201919","https://openalex.org/W2368281021","https://openalex.org/W87021521"],"abstract_inverted_index":{"Clinical":[0],"decision":[1],"support":[2],"system":[3],"(CDSS)":[4],"is":[5,78],"an":[6],"effective":[7],"tool":[8],"for":[9,31,54,123],"improving":[10],"healthcare":[11],"quality.":[12],"Since":[13],"the":[14,75,83,104,132,136,142],"clinical":[15,88],"symptoms":[16],"of":[17],"some":[18,32],"primary":[19,55,124,144],"headache":[20,33,56,70,87,145],"disorders":[21],"in":[22,65,108],"individual":[23],"patients":[24],"often":[25],"overlap":[26],"and":[27,62],"that":[28,131],"ill-defined":[29],"boundaries":[30],"features":[34],"may":[35],"be":[36],"vague,":[37],"current":[38],"rule-based":[39,61,81,92,143],"CDSS":[40,53],"cannot":[41],"perform":[42],"as":[43,45],"well":[44],"expected.":[46],"In":[47,115],"this":[48],"paper,":[49],"we":[50,117],"develop":[51],"a":[52,69,119],"disorder":[57],"diagnosis":[58,146],"based":[59,111],"on":[60,112],"case-based":[63,100],"reasoning":[64,93,101],"order":[66],"to":[67,96,141],"simulate":[68],"specialist's":[71],"thinking":[72],"process.":[73],"First,":[74],"new":[76],"case":[77,107,109],"evaluated":[79],"by":[80],"reasoning,":[82],"rules":[84],"come":[85],"from":[86],"guideline;":[89],"second,":[90],"if":[91],"was":[94],"unable":[95],"get":[97],"accurate":[98],"answer,":[99],"will":[102],"find":[103],"most":[105],"similar":[106],"library":[110],"similarity":[113,120],"matching.":[114],"particular,":[116],"define":[118],"calculating":[121],"method":[122],"headaches":[125],"case.":[126],"The":[127],"final":[128],"results":[129],"show":[130],"proposed":[133],"approach":[134],"improves":[135],"diagnostic":[137],"accuracy":[138],"dramatically":[139],"compared":[140],"systems.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
