{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:54:10Z","timestamp":1743144850156,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"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_5","type":"book-chapter","created":{"date-parts":[[2017,7,25]],"date-time":"2017-07-25T03:57:31Z","timestamp":1500955051000},"page":"55-65","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Contextual Decision Making for Cancer Diagnosis"],"prefix":"10.1007","author":[{"given":"Samia","family":"Sbissi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Said","family":"Gattoufi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,7,26]]},"reference":[{"key":"5_CR1","unstructured":"Alfonse, M., Aref, M.M., Salem, A.B.M.: An ontology-based cancer diseases diagnostic methodology. Recent Advances in Information Science. https:\/\/scholar.google.com\/scholar?q=An+ontology-based+cancer+diseases+diag-+nostic+methodology.+Recent+Advances+in+Information+Science&hl=fr&as_sdt=0&as_vis=1&oi=scholart&sa=X&ved=0ahUKEwi28d3pxYnVAhWEXRQKHcBVDqUQgQMIIzAA"},{"issue":"6","key":"5_CR2","first-page":"1","volume":"12","author":"T Arajo","year":"2017","unstructured":"Arajo, T., Aresta, G., Castro, E., Rouco, J., Aguiar, P., Eloy, C., Polnia, A., Campilho, A.: Classification of breast cancer histology images using convolutional neural networks. PLOS ONE 12(6), 1\u201314 (2017)","journal-title":"PLOS ONE"},{"issue":"3","key":"5_CR3","first-page":"223","volume":"62","author":"P Br\u00e9zillon","year":"1999","unstructured":"Br\u00e9zillon, P., Pomerol, J.: Contextual knowledge sharing and cooperation in intelligent assistant systems. Le Travail Humain - PUF 62(3), 223\u2013246 (1999)","journal-title":"Le Travail Humain - PUF"},{"issue":"1","key":"5_CR4","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1080\/12460125.2012.760270","volume":"22","author":"P Br\u00e9zillon","year":"2013","unstructured":"Br\u00e9zillon, P., Aroua, A.: Representation of real-time decision-making by contextual graphs based simulation. J. Decis. Syst. 22(1), 28\u201342 (2013)","journal-title":"J. Decis. Syst."},{"key":"5_CR5","unstructured":"Br\u00e9zillon, P., Attieh, E., Capron, F.: Modeling Global Search in a Decision-Making Process, pp. 80\u201391 (2014)"},{"issue":"8","key":"5_CR6","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1097\/00001888-200308000-00003","volume":"78","author":"P Croskerry","year":"2003","unstructured":"Croskerry, P.: The importance of cognitive errors in diagnosis and strategies to minimize them. Acad. Med. J. Assoc. Am. Med. Coll. 78(8), 775\u2013780 (2003)","journal-title":"Acad. Med. J. Assoc. Am. Med. Coll."},{"issue":"3","key":"5_CR7","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1016\/j.cmpb.2008.04.003","volume":"92","author":"H Fujita","year":"2008","unstructured":"Fujita, H., Uchiyama, Y., Nakagawa, T., Fukuoka, D., Hatanaka, Y., Hara, T., Lee, G.N., Hayashi, Y., Ikedo, Y., Gao, X., et al.: Computer-aided diagnosis: the emerging of three cad systems induced by Japanese health care needs. Comput. Methods Programs Biomed. 92(3), 238\u2013248 (2008)","journal-title":"Comput. Methods Programs Biomed."},{"key":"5_CR8","first-page":"205","volume":"60637","author":"M Giger","year":"2004","unstructured":"Giger, M.: Computer-aided diagnosis in diagnostic mammography and multimodality breast imaging. RSNA Categorical Course Diagn. 60637, 205\u2013217 (2004)","journal-title":"RSNA Categorical Course Diagn."},{"issue":"1","key":"5_CR9","doi-asserted-by":"publisher","first-page":"25","DOI":"10.4103\/2153-3539.82050","volume":"2","author":"J Hipp","year":"2011","unstructured":"Hipp, J., Flotte, T., Monaco, J., Cheng, J., Madabhushi, A., Yagi, Y., Rodriguez-Canales, J., Emmert-Buck, M., Dugan, M.C., Hewitt, S., et al.: Computer aided diagnostic tools aim to empower rather than replace pathologists: lessons learned from computational chess. J. Pathol. Inform. 2(1), 25 (2011)","journal-title":"J. Pathol. Inform."},{"issue":"2","key":"5_CR10","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/s40708-016-0042-6","volume":"3","author":"A Holzinger","year":"2016","unstructured":"Holzinger, A.: Interactive machine learning for health informatics: when do we need the human-in-the-loop? Brain Inform. 3(2), 119\u2013131 (2016)","journal-title":"Brain Inform."},{"issue":"5","key":"5_CR11","doi-asserted-by":"publisher","first-page":"5719","DOI":"10.1016\/j.eswa.2010.10.061","volume":"38","author":"A Kele\u015f","year":"2011","unstructured":"Kele\u015f, A., Kele\u015f, A., Yavuz, U.: Expert system based on neuro-fuzzy rules for diagnosis breast cancer. Expert Syst. Appl. 38(5), 5719\u20135726 (2011)","journal-title":"Expert Syst. Appl."},{"key":"5_CR12","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1016\/j.csbj.2014.11.005","volume":"13","author":"K Kourou","year":"2015","unstructured":"Kourou, K., Exarchos, T.P., Exarchos, K.P., Karamouzis, M.V., Fotiadis, D.I.: Machine learning applications in cancer prognosis and prediction. Comput. Struct. Biotechnol. J. 13, 8\u201317 (2015)","journal-title":"Comput. Struct. Biotechnol. J."},{"issue":"6","key":"5_CR13","doi-asserted-by":"publisher","first-page":"2644","DOI":"10.1016\/j.eswa.2013.10.055","volume":"41","author":"H Lee","year":"2014","unstructured":"Lee, H., Chen, Y.P.P.: Cell cycle phase detection with cell deformation analysis. Expert Syst. Appl. 41(6), 2644\u20132651 (2014)","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"5_CR14","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/s10916-009-9372-8","volume":"35","author":"J Nahar","year":"2011","unstructured":"Nahar, J., Tickle, K.S., Ali, A.B., Chen, Y.P.P.: Significant cancer prevention factor extraction: an association rule discovery approach. J. Med. Syst. 35(3), 353\u2013367 (2011)","journal-title":"J. Med. Syst."},{"key":"5_CR15","unstructured":"Naour, G.L., Genestie, C., Roux, L., Veillard, A., Racoceanu, D., Capron, F.: Un explorateur visuel cognitif (MIcroscope COgnitif-MICO) pour l histopathologie. Application au diagnostic et \u00e0 la graduation du cancer du sein, pp. 1\u20132 (2004)"},{"key":"5_CR16","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1016\/j.compmedimag.2014.09.004","volume":"42","author":"D Racoceanu","year":"2015","unstructured":"Racoceanu, D., Capron, F.: Towards semantic-driven high-content image analysis: an operational instantiation for mitosis detection in digital histopathology. Comput. Med. Imaging Graph. 42, 2\u201315 (2015)","journal-title":"Comput. Med. Imaging Graph."},{"issue":"c","key":"5_CR17","first-page":"1","volume":"2194","author":"L Song","year":"2014","unstructured":"Song, L., Hsu, W., Xu, J., Schaar, M.V.D.: Using contextual learning to improve diagnostic accuracy: application in breast cancer screening. IEEE 2194(c), 1\u201312 (2014)","journal-title":"IEEE"},{"key":"5_CR18","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1016\/j.patcog.2017.05.023","volume":"71","author":"L Tsochatzidis","year":"2017","unstructured":"Tsochatzidis, L., Zagoris, K., Arikidis, N., Karahaliou, A., Costaridou, L., Pratikakis, I.: Computer-aided diagnosis of mammographic masses based on a supervised content-based image retrieval approach. Pattern Recogn. 71, 106\u2013117 (2017)","journal-title":"Pattern Recogn."},{"key":"5_CR19","doi-asserted-by":"crossref","unstructured":"Urmaliya, A., Singhai, J.: Sequential minimal optimization for support vector machine with feature selection in breast cancer diagnosis. In: 2013 IEEE 2nd International Conference on Image Information Processing, IEEE ICIIP 2013, pp. 481\u2013486 (2013)","DOI":"10.1109\/ICIIP.2013.6707638"},{"issue":"2","key":"5_CR20","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1258\/jhsrp.2011.010113","volume":"17","author":"F Walter","year":"2012","unstructured":"Walter, F., Webster, A., Scott, S., Emery, J.: The andersen model of total patient delay: a systematic review of its application in cancer diagnosis. J. Health Serv. Res. Policy 17(2), 110\u2013118 (2012)","journal-title":"J. Health Serv. Res. Policy"},{"key":"5_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1007\/978-3-319-43949-5_2","volume-title":"Information Technology in Bio- and Medical Informatics","author":"S Wartner","year":"2016","unstructured":"Wartner, S., Girardi, D., Wiesinger-Widi, M., Trenkler, J., Kleiser, R., Holzinger, A.: Ontology-guided principal component analysis: reaching the limits of the doctor-in-the-loop. In: Renda, M.E., Bursa, M., Holzinger, A., Khuri, S. (eds.) ITBAM 2016. LNCS, vol. 9832, pp. 22\u201333. Springer, Cham (2016). doi:10.1007\/978-3-319-43949-5_2"}],"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_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T20:09:31Z","timestamp":1710360571000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-64265-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319642642","9783319642659"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-64265-9_5","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"}}]}}