{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T20:26:22Z","timestamp":1780086382680,"version":"3.54.0"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2011,7,1]],"date-time":"2011-07-01T00:00:00Z","timestamp":1309478400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst., Man, Cybern. C"],"published-print":{"date-parts":[[2011,7]]},"DOI":"10.1109\/tsmcc.2010.2071862","type":"journal-article","created":{"date-parts":[[2010,9,29]],"date-time":"2010-09-29T19:23:48Z","timestamp":1285788228000},"page":"421-434","source":"Crossref","is-referenced-by-count":148,"title":["Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments"],"prefix":"10.1109","volume":"41","author":[{"given":"Shahina","family":"Begum","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mobyen Uddin","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Funk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ning","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mia","family":"Folke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"187","article-title":"An intelligent tutor based on case-based reasoning to medical use","volume":"34","author":"ochoa","year":"2008","journal-title":"Adv Compt Sci Eng Res Comput Sci G Sidorov B Cruz M Martinez and S Torres Eds"},{"key":"ref38","first-page":"178","article-title":"Advancements and Trends in medical case-based reasoning: An overview of systems and system development","author":"nilsson","year":"2004","journal-title":"Proc 17th Int FLAIRS Conf"},{"key":"ref33","first-page":"315","article-title":"Hypothetico-deductive case-based reasoning","author":"mcsherry","year":"2007","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref32","author":"marling","year":"2008","journal-title":"Proc 9th Eur Conf Case-Based Reason (ECCBR)"},{"key":"ref31","first-page":"295","article-title":"CBR for temporal abstractions configuration in haemodyalisis","author":"leonardi","year":"2007","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref30","first-page":"33","article-title":"SISAIH: A case-based reasoning tool for hospital admission authorization management","author":"lorenzi","year":"2004","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref37","first-page":"79","article-title":"How to use contextual knowledge in medical CBR systems: A survey on very recent trends","author":"montani","year":"2008","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0046-2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2006.00284.x"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2005.06.003"},{"key":"ref60","article-title":"Improving the combination of CBR systems with preprocessing rules in melanoma domain","author":"nicolas","year":"2009","journal-title":"7th Workshop on Case-Based Reason Health Sci (ICCBR)"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.124"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2007.9"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2007.75"},{"key":"ref28","author":"koton","year":"1988","journal-title":"Using Experience in Learning and Problem Solving"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2008.01.010"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.01.038"},{"key":"ref65","article-title":"A multi-modal case-based system for clinical diagnosis and treatment in stress management","author":"ahmed","year":"2009","journal-title":"7th Workshop on Case-Based Reason Health Sci"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CSSE.2008.1095"},{"key":"ref29","first-page":"25","article-title":"Case representation and retrieval in the diagnosis and treatment of obstructive sleep apnea: A semio-fuzzy approach","author":"kwiatkowska","year":"2004","journal-title":"Proc 7th Eur Conf Case-Based Reasoning"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0059-x"},{"key":"ref2","first-page":"225","author":"ahmed","year":"2009","journal-title":"Proc Int Conf Artif Intell Appl (AIA)"},{"key":"ref1","article-title":"Case-based reasoning: Foundational issues, methodological variations, and system approaches","volume":"7","author":"aamodt","year":"1994","journal-title":"Artif Intell Commun"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2006.00281.x"},{"key":"ref22","article-title":"Case-based reasoning as a decision support system for cancer diagnosis: A case study","author":"paz","year":"2008","journal-title":"Int J Hybrid Intell Syst (IJHIS)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2006.00288.x"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/3-540-69351-3_11","author":"gierl","year":"1998","journal-title":"Case-Based Reasoning Technology From Foundations to Applications"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2006.00286.x"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1017\/S0269888906000622"},{"key":"ref25","first-page":"187","article-title":"geneCBR: multiple-microarray analysis and Internet gathering information with application for aiding diagnosis in cancer research","volume":"10","author":"glez-pea","year":"2009","journal-title":"Boston Med Center Bioinformatics"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2005.11.016"},{"key":"ref51","article-title":"Knowledge management and case-based reasoning: a perfect match?","author":"watson","year":"2001","journal-title":"Proc 14th Annu Conf Int Florida Artif Intell Res Soc"},{"key":"ref59","article-title":"Towards an introspective architecture for meta-level reasoning in clinical decision support systems","author":"houeland","year":"2009","journal-title":"7th Workshop Case-Based Reason Health Sci (ICCBR)"},{"key":"ref58","first-page":"193","author":"begum","year":"2009","journal-title":"Proc 6th IEEE Int Symp Intell Signal Process (special session on signal processing in bioengineering)"},{"key":"ref57","year":"0"},{"key":"ref56","year":"0"},{"key":"ref55","article-title":"Multi-modal and multi-purpose case-based reasoning in the health sciences","author":"ahmed","year":"2009","journal-title":"Proc 8th Int Conf Artif Intell Knowl Eng Data Bases (AIKED)"},{"key":"ref54","author":"schank","year":"1977","journal-title":"Scripts Plans Goals and Understanding"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2007.11.003"},{"key":"ref52","first-page":"71","article-title":"A case-based framework for leveraging nutrigenomics knowledge and personalized nutrition counseling","author":"wu","year":"2004","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74141-1_34"},{"key":"ref11","first-page":"1","article-title":"Case-based reasoning in the health sciences: Why it matters for the Health Sciences and for CBR","author":"bichindaritz","year":"2008","journal-title":"Proc 9th Eur Conf CBR"},{"key":"ref40","first-page":"151","article-title":"Fusing mobile case-based decision support with intelligent patient knowledge management","author":"osullivan","year":"2006","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0061-3"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.artmed.2005.10.008","article-title":"Case-based reasoning in the health sciences: What's next?","volume":"36","author":"bichindaritz","year":"2006","journal-title":"Artif Intell Med"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1007\/3-540-58330-0_100","article-title":"The application of case-based reasoning to the tasks of health care planning","author":"bradburn","year":"1994","journal-title":"Proc Top 1st Eur Workshop Case-Based Reason (EWCBR)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/11536406_12"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2004.09.002"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1109\/MIS.2008.27","article-title":"GERAmI: Improving the delivery of health care","volume":"3","author":"corchado","year":"2008","journal-title":"IEEE Intell Syst (special issue on ambient intelligence)"},{"key":"ref18","article-title":"On-line domain knowledge management for case-based medical recommendation","author":"cordier","year":"2007","journal-title":"Proc Workshop CBR Health Sci"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2006.00287.x"},{"key":"ref4","article-title":"Case-based reasoning for diagnosis of stress using enhanced cosine and fuzzy similarity","volume":"1","author":"ahmed","year":"2008","journal-title":"Trans Case-Based Reason Multimedia Data"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2010.09.003"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2009.00337.x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.10.023"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2005.10.009"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.artmed.2005.08.001","article-title":"Case-based reasoning in the health sciences","volume":"36","author":"bichindaritz","year":"2006","journal-title":"Artif Intell Med"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2004.03.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0061-3"},{"key":"ref46","author":"salton","year":"1983","journal-title":"Introduction to Modern Information Retrieval"},{"key":"ref45","article-title":"Automated classification of immunofluorescence patterns of HEp-2 cells in clinical routine diagnostics","volume":"46","author":"plata","year":"2008","journal-title":"Clin Chem Lab Med"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/S1386-5056(01)00221-0"},{"key":"ref47","article-title":"A case-based reasoning approach to dose planning in radiotherapy","author":"song","year":"2007","journal-title":"Proc Workshop 7th Int Conf Case-Based Reason (ICCBR)"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28631-8_28"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/S0952-1976(99)00038-X"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/imic.200790018"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2005.04.002"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5326\/5876619\/05586661.pdf?arnumber=5586661","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T03:59:45Z","timestamp":1740542385000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5586661\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,7]]},"references-count":67,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tsmcc.2010.2071862","relation":{},"ISSN":["1094-6977","1558-2442"],"issn-type":[{"value":"1094-6977","type":"print"},{"value":"1558-2442","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,7]]}}}