{"id":"https://openalex.org/W1981387339","doi":"https://doi.org/10.1017/s0269888911000105","title":"A knowledge-rich distributed decision support framework: a case study for brain tumour diagnosis","display_name":"A knowledge-rich distributed decision support framework: a case study for brain tumour diagnosis","publication_year":2011,"publication_date":"2011-07-28","ids":{"openalex":"https://openalex.org/W1981387339","doi":"https://doi.org/10.1017/s0269888911000105","mag":"1981387339"},"language":"en","primary_location":{"id":"doi:10.1017/s0269888911000105","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000105","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C7599DCBA6708CD29F9C17E9667A3B61/S0269888911000105a.pdf/div-class-title-a-knowledge-rich-distributed-decision-support-framework-a-case-study-for-brain-tumour-diagnosis-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C7599DCBA6708CD29F9C17E9667A3B61/S0269888911000105a.pdf/div-class-title-a-knowledge-rich-distributed-decision-support-framework-a-case-study-for-brain-tumour-diagnosis-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110230542","display_name":"David Dupplaw","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Dupplaw","raw_affiliation_strings":["University of Southampton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088803682","display_name":"Madalina Croitoru","orcid":"https://orcid.org/0000-0001-5456-7684"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Madalina Croitoru","raw_affiliation_strings":["University of Southampton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016843510","display_name":"Srinandan Dasmahapatra","orcid":"https://orcid.org/0000-0002-9757-5315"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Srinandan Dasmahapatra","raw_affiliation_strings":["University of Southampton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111883207","display_name":"Alex Gibb","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex Gibb","raw_affiliation_strings":["University of Birmingham.*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham.*","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088758379","display_name":"Horacio Gonz\u00e1lez\u2013V\u00e9lez","orcid":"https://orcid.org/0000-0003-0241-6053"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Horacio Gonz\u00e1lez-V\u00e9lez","raw_affiliation_strings":["School of Computing and IDEAS Research Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and IDEAS Research Institute","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034646087","display_name":"Miguel Lurgi","orcid":"https://orcid.org/0000-0001-9891-895X"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miguel Lurgi","raw_affiliation_strings":["University of Birmingham.*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham.*","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748123","display_name":"Bo Hu","orcid":"https://orcid.org/0000-0003-2485-7589"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Hu","raw_affiliation_strings":["University of Southampton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021879621","display_name":"Paul Lewis","orcid":"https://orcid.org/0000-0001-9727-6588"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Lewis","raw_affiliation_strings":["University of Southampton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089084978","display_name":"Andrew C. Peet","orcid":"https://orcid.org/0000-0002-4846-5152"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Peet","raw_affiliation_strings":["University of Birmingham and Birmingham Children\u2019s Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham and Birmingham Children\u2019s Hospital","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8793,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79310992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"26","issue":"3","first_page":"247","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9682000279426575,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9682000279426575,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9674999713897705,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7962157130241394},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6717404127120972},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5149062871932983},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49276116490364075},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4911920726299286},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.45089036226272583},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4447329044342041},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43900245428085327},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.43770989775657654},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.4144657552242279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37582123279571533},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34892910718917847},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22508275508880615},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11256194114685059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7962157130241394},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6717404127120972},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5149062871932983},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49276116490364075},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4911920726299286},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.45089036226272583},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4447329044342041},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43900245428085327},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.43770989775657654},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.4144657552242279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37582123279571533},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34892910718917847},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22508275508880615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11256194114685059},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1017/s0269888911000105","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000105","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C7599DCBA6708CD29F9C17E9667A3B61/S0269888911000105a.pdf/div-class-title-a-knowledge-rich-distributed-decision-support-framework-a-case-study-for-brain-tumour-diagnosis-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:271046","is_oa":false,"landing_page_url":"http://doi.org/10.1017/S0269888911000105>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:HAL:lirmm-00618606v1","is_oa":false,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-00618606","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowledge Engineering Review, 2011, 26 (3), pp.247-260. ⟨10.1017/S0269888911000105⟩","raw_type":"Journal articles"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/112545","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/112545","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1017/s0269888911000105","raw_type":"Journal article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f369c27d-9346-4533-a6a6-4ec7e072ae12","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/portal/en/publications/a-knowledgerich-distributed-decision-support-framework-a-case-study-for-brain-tumour-diagnosis(f369c27d-9346-4533-a6a6-4ec7e072ae12).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1017/s0269888911000105","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000105","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C7599DCBA6708CD29F9C17E9667A3B61/S0269888911000105a.pdf/div-class-title-a-knowledge-rich-distributed-decision-support-framework-a-case-study-for-brain-tumour-diagnosis-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1981387339.pdf","grobid_xml":"https://content.openalex.org/works/W1981387339.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W610275485","https://openalex.org/W1565704525","https://openalex.org/W1608183914","https://openalex.org/W1812636409","https://openalex.org/W2004016220","https://openalex.org/W2008549294","https://openalex.org/W2014053256","https://openalex.org/W2018190135","https://openalex.org/W2024071276","https://openalex.org/W2027600012","https://openalex.org/W2045876076","https://openalex.org/W2047228628","https://openalex.org/W2050344398","https://openalex.org/W2053930157","https://openalex.org/W2088745669","https://openalex.org/W2114888488","https://openalex.org/W2121800619","https://openalex.org/W2137079713","https://openalex.org/W2161711122","https://openalex.org/W2167247989","https://openalex.org/W2281060774","https://openalex.org/W2496686603","https://openalex.org/W2796078406","https://openalex.org/W3160877400","https://openalex.org/W4237386889","https://openalex.org/W4255289481"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W2123131699","https://openalex.org/W913131694","https://openalex.org/W650116260","https://openalex.org/W2378329187","https://openalex.org/W4390790060","https://openalex.org/W2134191509","https://openalex.org/W1603423477","https://openalex.org/W3209454962","https://openalex.org/W79697243"],"abstract_inverted_index":{"Abstract":[0],"The":[1,22,135],"HealthAgents":[2,63],"project":[3],"aims":[4],"to":[5,49,96,173,188],"provide":[6,93,182],"a":[7,16,110,138,145,169,177,183],"decision":[8,40],"support":[9,41],"system":[10],"for":[11,160,196],"brain":[12,197],"tumour":[13,198],"diagnosis":[14],"using":[15,76],"collaborative":[17],"network":[18],"of":[19,29,61,70,158,192],"distributed":[20,89],"agents.":[21,134],"goal":[23],"is":[24,74,86],"that":[25,92,100,117,126,148,165],"through":[26],"the":[27,30,50,59,62,68,71,81,84,119,150,161,190],"aggregation":[28],"small":[31],"data":[32,99,121,174],"sets":[33],"available":[34,48],"at":[35],"individual":[36],"hospitals,":[37],"much":[38],"better":[39,184],"classifiers":[42,127],"can":[43,128,181],"be":[44,129],"created":[45,130],"and":[46,104,131],"made":[47],"hospitals":[51,124],"taking":[52],"part.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"describe":[58],"technicalities":[60],"framework,":[64],"in":[65,176],"particular":[66],"how":[67],"interoperability":[69],"various":[72],"agents":[73,91,116,159],"managed":[75],"semantic":[77],"web":[78],"technologies.":[79],"On":[80],"broad":[82],"scale":[83],"architecture":[85],"based":[87],"around":[88],"data-mart":[90],"ontological":[94],"access":[95],"hospitals\u2019":[97],"underlying":[98],"has":[101,140],"been":[102],"anonymized":[103],"processed":[105],"from":[106,122],"proprietary":[107],"formats":[108],"into":[109],"canonical":[111],"format.":[112],"Classifier":[113],"producers":[114],"have":[115],"gather":[118],"global":[120],"participating":[123],"such":[125],"deployed":[132],"as":[133],"design":[136],"on":[137,186],"microscale":[139],"each":[141],"agent":[142,152],"built":[143],"upon":[144],"generic-layered":[146],"framework":[147,167],"provides":[149,168],"common":[151],"program":[153],"code,":[154],"allowing":[155],"rapid":[156],"development":[157],"system.":[162],"We":[163],"believe":[164],"our":[166],"well-engineered,":[170],"agent-based":[171],"approach":[172],"sharing":[175],"medical":[178],"context.":[179],"It":[180],"basis":[185],"which":[187],"investigate":[189],"effectiveness":[191],"new":[193],"classification":[194],"techniques":[195],"diagnosis.":[199]},"counts_by_year":[{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}