{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,4,2]],"date-time":"2023-04-02T15:34:06Z","timestamp":1680449646953},"reference-count":31,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2000,12,1]],"date-time":"2000-12-01T00:00:00Z","timestamp":975628800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Decision Support Systems"],"published-print":{"date-parts":[[2000,12]]},"DOI":"10.1016\/s0167-9236(00)00092-0","type":"journal-article","created":{"date-parts":[[2002,7,25]],"date-time":"2002-07-25T10:43:47Z","timestamp":1027593827000},"page":"105-124","source":"Crossref","is-referenced-by-count":12,"title":["Automated learning of patient image retrieval knowledge: neural networks versus inductive decision trees"],"prefix":"10.1016","volume":"30","author":[{"given":"Olivia R","family":"Liu Sheng","sequence":"first","affiliation":[]},{"given":"Chih-Ping","family":"Wei","sequence":"additional","affiliation":[]},{"given":"Paul Jen-Hwa","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Namsik","family":"Chang","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/S0167-9236(00)00092-0_BIB1","first-page":"622","article-title":"Performance comparisons between backpropagation networks and classification trees on three real-world applications","volume":"vol. 2","author":"Atlas","year":"1990"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB2","series-title":"Neural Network Fundamentals with Graphs, Algorithms, and Applications","author":"Bose","year":"1996"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB3","unstructured":"N. Chang, Knowledge Discovery in Databases with Joint Decision Outcomes: A Decision-Tree Induction Approach, Unpublished PhD Dissertation, Department of Management Information Systems, University of Arizona, 1995."},{"issue":"1","key":"10.1016\/S0167-9236(00)00092-0_BIB4","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1109\/72.182704","article-title":"Backpropagation neural nets with one and two hidden layers","volume":"4","author":"de Villiers","year":"1992","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB5","first-page":"832","article-title":"Note on learning rate schedules for stochastic optimization","volume":"vol. 3","author":"Darken","year":"1991"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB6","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/B978-1-55860-036-2.50049-7","article-title":"Processing issues in comparisons of symbolic and connectionist learning systems","author":"Fisher","year":"1989","journal-title":"Proceedings of the Sixth International Machine Learning Workshop"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB7","first-page":"813","article-title":"Concept learning and the problem of small disjuncts","author":"Holte","year":"1989","journal-title":"Proceedings of the Eleventh International Joint Conference on Artificial Intelligence"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB8","series-title":"Modular Learning in Neural Networks","author":"Hrycej","year":"1992"},{"issue":"1","key":"10.1016\/S0167-9236(00)00092-0_BIB9","first-page":"42","article-title":"A knowledge-based patient image prefetching system: design, evaluation and management","volume":"20","author":"Hu","year":"1999","journal-title":"Topics in Health Information Management"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB10","first-page":"149","article-title":"On-demand retrieval paradigm","author":"Kishore","year":"1992","journal-title":"Proceedings of SPIE Medical Imaging IV: PACS Design and Evaluation"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB11","series-title":"Elements of Machine Learning","author":"Langley","year":"1996"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB12","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1117\/12.19036","article-title":"Method to pre-fetch comparison images in image management and communication systems (IMCS)","author":"Levin","year":"1990","journal-title":"Proceedings of SPIE Medical Imaging IV: PACS Design and Evaluation"},{"issue":"1","key":"10.1016\/S0167-9236(00)00092-0_BIB13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1287\/mnsc.38.1.1","article-title":"A composite approach to inducing knowledge for expert system design","volume":"38","author":"Liang","year":"1992","journal-title":"Management Science"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB14","series-title":"Proceedings of the Third International Conference on Decision Support Systems","first-page":"259","article-title":"Automated decision rule discovery from domains with joint decision outcomes: a decision tree induction approach","author":"Liu Sheng","year":"1995"},{"issue":"2","key":"10.1016\/S0167-9236(00)00092-0_BIB15","first-page":"44","article-title":"Engineering patient image retrieval knowledge","volume":"7","author":"Liu Sheng","year":"1994","journal-title":"Journal of Knowledge Engineering and Technology"},{"issue":"1","key":"10.1016\/S0167-9236(00)00092-0_BIB16","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1109\/5254.653224","article-title":"Neural network Learning for intelligent patient-image retrieval","volume":"13","author":"Liu Sheng","year":"1998","journal-title":"IEEE Intelligent Systems"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB17","first-page":"714","article-title":"Acquisition and evaluation of knowledge-based image retrieval system","author":"Liu Sheng","year":"1994","journal-title":"Proceedings of SPIE Medical Imaging VIII: PACS Design and Evaluation"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB18","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1117\/12.60276","article-title":"Design of knowledge-based image retrieval system: implications from radiologists' cognitive processes","author":"Liu Sheng","year":"1992","journal-title":"Proceedings of SPIE Medical Imaging VI: PACS Design and Evaluation"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB19","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1117\/12.45276","article-title":"Pre-fetching: PACS image management optimization using HIS\/RIS information","author":"Lodder","year":"1991","journal-title":"Proceedings of SPIE Medical Imaging V: PACS Design and Evaluation"},{"issue":"2","key":"10.1016\/S0167-9236(00)00092-0_BIB20","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1109\/69.494162","article-title":"Advances in feedforward neural networks: demystifying knowledge acquiring black boxes","volume":"8","author":"Looney","year":"1996","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB21","series-title":"The Perception of Multiple Objects: A Connectionist Approach","author":"Mozer","year":"1991"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB22","article-title":"Learning efficient classification procedures and their application to chess and games","volume":"vol. 1","author":"Quinlan","year":"1983"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB23","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/BF00116251","article-title":"Induction of decision trees","volume":"1","author":"Quinlan","year":"1986","journal-title":"Machine Learning"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB24","series-title":"Artificial Intelligence","author":"Rick","year":"1991"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB25","first-page":"318","article-title":"Learning internal representations by error propagation","volume":"vol. 1","author":"Rumelhart","year":"1986"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB26","series-title":"Structured Induction in Expert Systems","author":"Shapiro","year":"1987"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB27","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1007\/BF00114160","article-title":"Symbolic and neural learning algorithms: an experimental comparison","volume":"6","author":"Shavlik","year":"1991","journal-title":"Machine Learning"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB28","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1023\/A:1022699900025","article-title":"Incremental induction of decision trees","volume":"4","author":"Utgoff","year":"1989","journal-title":"Machine Learning"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB29","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1117\/12.174294","article-title":"Intelligent pre-fetch strategies for historical images in a large PACS","author":"Wilson","year":"1994","journal-title":"Proceedings of SPIE Medical Imaging: PACS Design and Evaluation"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB30","series-title":"Computer Systems That Learn: Classification and Predication Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems","author":"Weiss","year":"1991"},{"key":"10.1016\/S0167-9236(00)00092-0_BIB31","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1117\/12.174293","article-title":"Automated pre-fetch mechanism: design and implementation for a radiology PACS","author":"Wong","year":"1994","journal-title":"Proceedings of SPIE Medical Imaging: PACS Design and Evaluation"}],"container-title":["Decision Support Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167923600000920?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0167923600000920?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,4,27]],"date-time":"2019-04-27T22:00:02Z","timestamp":1556402402000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0167923600000920"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000,12]]},"references-count":31,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2000,12]]}},"alternative-id":["S0167923600000920"],"URL":"https:\/\/doi.org\/10.1016\/s0167-9236(00)00092-0","relation":{},"ISSN":["0167-9236"],"issn-type":[{"value":"0167-9236","type":"print"}],"subject":[],"published":{"date-parts":[[2000,12]]}}}