{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:16:32Z","timestamp":1759331792828,"version":"3.41.0"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319642642"},{"type":"electronic","value":"9783319642659"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-64265-9_4","type":"book-chapter","created":{"date-parts":[[2017,7,25]],"date-time":"2017-07-25T03:57:31Z","timestamp":1500955051000},"page":"30-51","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Modelling of Cancer Patient Records: A Structured Approach to Data Mining and Visual Analytics"],"prefix":"10.1007","author":[{"given":"Jing","family":"Lu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alan","family":"Hales","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Rew","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,7,26]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Bonadonna, G., Hortobagyi, G.N., Valagussa, P.: Textbook of Breast Cancer: A Clinical Guide to Therapy. CRC Press, Boca Raton (2006)","key":"4_CR1","DOI":"10.1201\/b13912"},{"doi-asserted-by":"crossref","unstructured":"Devi, R.D.H., Deepika, P.: Performance comparison of various clustering techniques for diagnosis of breast cancer. In: IEEE International Conference on Computational Intelligence and Computing Research, pp. 1\u20135 (2015)","key":"4_CR2","DOI":"10.1109\/ICCIC.2015.7435711"},{"issue":"1","key":"4_CR3","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The WEKA data mining software: an update. SIGKDD Explor. 11(1), 10\u201318 (2009)","journal-title":"SIGKDD Explor."},{"unstructured":"Han, J.W., Kamber, M., Pei, J.: Data Mining: Concepts and Techniques. Elsevier, New York (2011)","key":"4_CR4"},{"key":"4_CR5","volume-title":"Principles of Data Mining","author":"DJ Hand","year":"2001","unstructured":"Hand, D.J., Smyth, P., Mannila, H.: Principles of Data Mining. MIT Press, Cambridge (2001)"},{"issue":"1","key":"4_CR6","first-page":"6","volume":"15","author":"A Holzinger","year":"2014","unstructured":"Holzinger, A.: Trends in interactive knowledge discovery for personalized medicine: cognitive science meets machine learning. IEEE Intell. Inform. Bull. 15(1), 6\u201314 (2014)","journal-title":"IEEE Intell. Inform. Bull."},{"issue":"6","key":"4_CR7","doi-asserted-by":"publisher","first-page":"1004","DOI":"10.1016\/j.jbi.2011.08.003","volume":"44","author":"H Hu","year":"2011","unstructured":"Hu, H., Correll, M., Kvecher, L., Osmond, M., Clark, J., et al.: DW4TR: a data warehouse for translational research. J. Biomed. Inform. 44(6), 1004\u20131019 (2011)","journal-title":"J. Biomed. Inform."},{"issue":"1","key":"4_CR8","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/S0933-3657(02)00086-6","volume":"27","author":"JM Jerez-Aragones","year":"2003","unstructured":"Jerez-Aragones, J.M., Gomez-Ruiz, J.A., Ramos-Jimenez, G., et al.: A combined neural network and decision trees model for prognosis of breast cancer relapse. Artif. Intell. Med. 27(1), 45\u201363 (2003)","journal-title":"Artif. Intell. Med."},{"key":"4_CR9","volume-title":"The Data Warehouse Toolkit \u2013 The Definitive Guide to Dimensional Modeling","author":"R Kimball","year":"2013","unstructured":"Kimball, R., Ross, M.: The Data Warehouse Toolkit \u2013 The Definitive Guide to Dimensional Modeling. Wiley, New York (2013)"},{"issue":"1\u20133","key":"4_CR10","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1023\/A:1022953004360","volume":"25","author":"YJ Lee","year":"2003","unstructured":"Lee, Y.J., Mangasarian, O.L., Wolberg, W.H.: Survival-time classification of breast cancer patients. Comput. Optim. Appl. 25(1\u20133), 151\u2013166 (2003)","journal-title":"Comput. Optim. Appl."},{"doi-asserted-by":"crossref","unstructured":"Lu, J., Chen, W.R., Adjei, O., Keech, M.: Sequential patterns post-processing for structural relation patterns mining. Int. J. Data Warehouse. Min. 4(3), 71\u201389. (2008). IGI Global, Hershey, Pennsylvania","key":"4_CR11","DOI":"10.4018\/jdwm.2008070105"},{"key":"4_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1007\/978-3-319-22741-2_6","volume-title":"Information Technology in Bio- and Medical Informatics","author":"J Lu","year":"2015","unstructured":"Lu, J., Hales, A., Rew, D., Keech, M., Fr\u00f6hlingsdorf, C., Mills-Mullett, A., Wette, C.: Data mining techniques in health informatics: a case study from breast cancer research. In: Renda, M.E., Bursa, M., Holzinger, A., Khuri, S. (eds.) ITBAM 2015. LNCS, vol. 9267, pp. 56\u201370. Springer, Cham (2015). doi:10.1007\/978-3-319-22741-2_6"},{"doi-asserted-by":"crossref","unstructured":"Lu, J., Hales, A., Rew, D., Keech, M.: Timeline and episode-structured clinical data: Pre-processing for data mining and analytics. In: 32nd IEEE International Conference on Data Engineering (ICDE) \u2013 Workshop on Health Data Management and Mining, pp. 64\u201367 (2016)","key":"4_CR13","DOI":"10.1109\/ICDEW.2016.7495618"},{"issue":"11","key":"4_CR14","doi-asserted-by":"publisher","first-page":"722","DOI":"10.1109\/32.637386","volume":"23","author":"R Mahajan","year":"1997","unstructured":"Mahajan, R., Shneiderman, B.: Visual and textual consistency checking tools for graphical user interfaces. IEEE Trans. Softw. Eng. 23(11), 722\u2013735 (1997)","journal-title":"IEEE Trans. Softw. Eng."},{"key":"4_CR15","volume-title":"Big Data: Using Smart Big Data Analytics and Metrics to Make Better Decisions and Improve Performance","author":"B Marr","year":"2015","unstructured":"Marr, B.: Big Data: Using Smart Big Data Analytics and Metrics to Make Better Decisions and Improve Performance. Wiley, Chichester (2015)"},{"key":"4_CR16","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1186\/1471-2407-6-98","volume":"6","author":"MA Martin","year":"2006","unstructured":"Martin, M.A., Meyricke, R., O\u2019Neill, T., Roberts, S.: Mastectomy or breast conserving surgery? Factors affecting type of surgical treatment for breast cancer: A classification tree approach. BMC Cancer 6, 98 (2006)","journal-title":"BMC Cancer"},{"unstructured":"National Information Board. Personalised Health and Care 2020 (2014). https:\/\/www.gov.uk\/government\/uploads\/system\/uploads\/attachment_data\/file\/384650\/NIB_Report.pdf","key":"4_CR17"},{"unstructured":"NHS. Five year forward view (2014). http:\/\/www.england.nhs.uk\/wp-content\/uploads\/2014\/10\/5yfv-web.pdf","key":"4_CR18"},{"key":"4_CR19","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/s10916-007-9064-1","volume":"31","author":"AR Razavi","year":"2007","unstructured":"Razavi, A.R., Gill, H., Ahlfeldt, H., Shahsavar, N.: Predicting metastasis in breast cancer: Comparing a decision tree with domain experts. J. Med. Syst. 31, 263\u2013273 (2007)","journal-title":"J. Med. Syst."},{"unstructured":"Reenskaug, T., Coplien, J.: The DCI architecture: A new vision of object-oriented programming (2009). http:\/\/www.artima.com\/articles\/dci_vision.html","key":"4_CR20"},{"doi-asserted-by":"crossref","unstructured":"Reps, J., Garibaldi, J.M., Aickelin, U., Soria, D., Gibson, J.E., Hubbard, R.B.: Discovering sequential patterns in a UK general practice database. In: IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 960\u2013963 (2012)","key":"4_CR21","DOI":"10.1109\/BHI.2012.6211748"},{"unstructured":"Rew, D.: Issues in professional practice: The clinical informatics revolution. Published by Association of Surgeons of Great Britain and Ireland (2015)","key":"4_CR22"},{"issue":"3","key":"4_CR23","first-page":"143","volume":"3","author":"N Stolba","year":"2006","unstructured":"Stolba, N., Tjoa, A.: The relevance of data warehousing and data mining in the field of evidence-based medicine to support healthcare decision making. Int. J. Comput. Syst. Sci. Eng. 3(3), 143\u2013148 (2006)","journal-title":"Int. J. Comput. Syst. Sci. Eng."},{"unstructured":"Wyatt, J.: Plenary Talk: Five big challenges for big health data. In: 8th IMA Conference on Quantitative Modelling in the Management of Health and Social Care (2016)","key":"4_CR24"}],"container-title":["Lecture Notes in Computer Science","Information Technology in Bio- and Medical Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-64265-9_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T17:42:30Z","timestamp":1750786950000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-64265-9_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319642642","9783319642659"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-64265-9_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"26 July 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ITBAM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Technology in Bio- and Medical Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lyon","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"itbam2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.dexa.org\/itbam2017","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}