{"id":"https://openalex.org/W1990448445","doi":"https://doi.org/10.1109/bhi.2012.6211679","title":"A hybrid case-based system in clinical diagnosis and treatment","display_name":"A hybrid case-based system in clinical diagnosis and treatment","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1990448445","doi":"https://doi.org/10.1109/bhi.2012.6211679","mag":"1990448445"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health 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/A5102750914","display_name":"Mobyen Uddin Ahmed","orcid":"https://orcid.org/0000-0003-3802-4721"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"M. U. Ahmed","raw_affiliation_strings":["M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036681394","display_name":"Shahina Begum","orcid":"https://orcid.org/0000-0002-1212-7637"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"S. Begum","raw_affiliation_strings":["M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012975344","display_name":"Peter Funk","orcid":"https://orcid.org/0000-0002-5562-1424"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"P. Funk","raw_affiliation_strings":["M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.096,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91501388,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"699","last_page":"704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987999796867371,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9987999796867371,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9656999707221985,"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/T10028","display_name":"Topic Modeling","score":0.9613999724388123,"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/computer-science","display_name":"Computer science","score":0.6587464213371277},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6200052499771118},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.5928698778152466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.570493757724762},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.5363830924034119},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5276203155517578},{"id":"https://openalex.org/keywords/model-based-reasoning","display_name":"Model-based reasoning","score":0.47421979904174805},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45683640241622925},{"id":"https://openalex.org/keywords/clinical-diagnosis","display_name":"Clinical diagnosis","score":0.4204064905643463},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4185502231121063},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.23477071523666382},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10075005888938904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08326473832130432},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.08117011189460754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6587464213371277},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6200052499771118},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5928698778152466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.570493757724762},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.5363830924034119},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5276203155517578},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.47421979904174805},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45683640241622925},{"id":"https://openalex.org/C2983449737","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Clinical diagnosis","level":2,"score":0.4204064905643463},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4185502231121063},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.23477071523666382},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10075005888938904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08326473832130432},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.08117011189460754},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W46923696","https://openalex.org/W623305863","https://openalex.org/W1492061201","https://openalex.org/W1509235435","https://openalex.org/W1525116517","https://openalex.org/W1549872659","https://openalex.org/W1575101000","https://openalex.org/W1589348608","https://openalex.org/W1601228921","https://openalex.org/W1812304561","https://openalex.org/W1845533864","https://openalex.org/W1965889239","https://openalex.org/W1978394996","https://openalex.org/W1991482489","https://openalex.org/W2003092732","https://openalex.org/W2036242406","https://openalex.org/W2080749593","https://openalex.org/W2082538190","https://openalex.org/W2104796835","https://openalex.org/W2123293914","https://openalex.org/W2126385963","https://openalex.org/W2157439970","https://openalex.org/W2162216736","https://openalex.org/W2163257758","https://openalex.org/W2165612380","https://openalex.org/W2303917895","https://openalex.org/W4230554037","https://openalex.org/W6619636045","https://openalex.org/W6630490330","https://openalex.org/W6635032741","https://openalex.org/W6638348311"],"related_works":["https://openalex.org/W2306919025","https://openalex.org/W2148216026","https://openalex.org/W3011461347","https://openalex.org/W2548902199","https://openalex.org/W3174035531","https://openalex.org/W1870444161","https://openalex.org/W2099559366","https://openalex.org/W3093704579","https://openalex.org/W2972622715","https://openalex.org/W2355626165"],"abstract_inverted_index":{"Computer-aided":[0],"decision":[1],"support":[2],"systems":[3],"play":[4],"an":[5,40,108],"increasingly":[6],"important":[7],"role":[8],"in":[9,33,56,90,96],"clinical":[10],"diagnosis":[11,36,73],"and":[12,28,37,53,55,65,74,103,113],"treatment.":[13],"However,":[14],"they":[15],"are":[16,110],"difficult":[17],"to":[18,68,107],"build":[19],"for":[20],"domains":[21],"where":[22,29],"the":[23],"domain":[24],"theory":[25],"is":[26,39],"weak":[27],"different":[30],"experts":[31,95],"differ":[32],"diagnosis.":[34,98],"Stress":[35],"treatment":[38,75],"example":[41],"of":[42,76],"such":[43],"a":[44,70,88],"domain.":[45],"This":[46],"paper":[47],"explores":[48],"several":[49],"artificial":[50],"intelligence":[51],"methods":[52],"techniques":[54],"particular":[57],"case-based":[58,81],"reasoning,":[59,64],"textual":[60],"information":[61],"retrieval,":[62],"rule-based":[63],"fuzzy":[66],"logic":[67],"enable":[69],"more":[71],"reliable":[72],"stress.":[77],"The":[78,99],"proposed":[79],"hybrid":[80],"approach":[82],"has":[83],"been":[84],"validated":[85],"by":[86],"implementing":[87],"prototype":[89],"close":[91],"collaboration":[92],"with":[93],"leading":[94],"stress":[97],"obtained":[100],"sensitivity,":[101],"specificity":[102],"overall":[104],"accuracy":[105],"compared":[106],"expert":[109],"92%,":[111],"86%":[112],"88%":[114],"respectively.":[115]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}