{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,4]],"date-time":"2025-09-04T13:54:17Z","timestamp":1756994057470},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642162381"},{"type":"electronic","value":"9783642162398"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-16239-8_21","type":"book-chapter","created":{"date-parts":[[2010,10,1]],"date-time":"2010-10-01T03:14:43Z","timestamp":1285902883000},"page":"146-153","source":"Crossref","is-referenced-by-count":10,"title":["Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction"],"prefix":"10.1007","author":[{"given":"Antonis","family":"Lambrou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Harris","family":"Papadopoulos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Efthyvoulos","family":"Kyriacou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Constantinos S.","family":"Pattichis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marios S.","family":"Pattichis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Gammerman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Nicolaides","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"7","key":"21_CR1","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1161\/01.ATV.16.7.851","volume":"16","author":"G. Belgaro","year":"1996","unstructured":"Belgaro, G., Nicolaides, A., Laurora, G., Cesarone, M., Sanctis, M.D., Incandela, L., Barsotti, A.: Ultrasound morphology classification of the arterial wall and cardiovascular events in a 6-year follow-up study. Arteriosclerosis, Thrombosis, and Vascular Biology\u00a016(7), 851\u2013856 (1996)","journal-title":"Arteriosclerosis, Thrombosis, and Vascular Biology"},{"issue":"2","key":"21_CR2","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1177\/152660289600300207","volume":"3","author":"A. Nicolaides","year":"1996","unstructured":"Nicolaides, A., Shifrin, E., Bradbury, A., Dhanjil, S., Griffin, M., Belcaro, G., Williams, M.: Angiographic and duplex grading of internal carotid stenosis: can we overcome the confusion? Journal of Endovascular Therapy\u00a03(2), 158\u2013165 (1996)","journal-title":"Journal of Endovascular Therapy"},{"key":"21_CR3","unstructured":"Papadopoulos, H.: Inductive conformal prediction, theory and application to neural networks. In: Fritzsche, P. (ed.) Tools in Artificial Intelligence, I-Tech., Vienna, Austria, pp. 315\u2013330 (2008), \n                    \n                      http:\/\/intechweb.org\/downloadpdf.php?id=5294"},{"key":"21_CR4","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1007\/3-540-36755-1_32","volume-title":"Machine Learning: ECML 2002","author":"K. Proedrou","year":"2002","unstructured":"Proedrou, K., Nouretdinov, I., Vovk, V., Gammerman, A.: Transductive confidence machines for pattern recognition. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS (LNAI), vol.\u00a02430, pp. 381\u2013390. Springer, Heidelberg (2002)"},{"key":"21_CR5","first-page":"722","volume-title":"Proceedings of the 16th International Joint Conference on Artificial Intelligence","author":"C. Saunders","year":"1999","unstructured":"Saunders, C., Gammerman, A., Vovk, V.: Transduction with confidence and credibility. In: Proceedings of the 16th International Joint Conference on Artificial Intelligence, Los Altos, CA, vol.\u00a02, pp. 722\u2013726. Morgan Kaufmann, San Francisco (1999)"},{"key":"21_CR6","first-page":"444","volume-title":"Proceedings of the 16th International Conference on Machine Learning (ICML 1999)","author":"V. Vovk","year":"1999","unstructured":"Vovk, V., Gammerman, A., Saunders, C.: Machine-learning applications of algorithmic randomness. In: Proceedings of the 16th International Conference on Machine Learning (ICML 1999), pp. 444\u2013453. Morgan Kaufmann, San Francisco (1999)"},{"key":"21_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1007\/3-540-36755-1_29","volume-title":"Machine Learning: ECML 2002","author":"H. Papadopoulos","year":"2002","unstructured":"Papadopoulos, H., Proedrou, K., Vovk, V., Gammerman, A.: Inductive confidence machines for regression. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS (LNAI), vol.\u00a02430, pp. 345\u2013356. Springer, Heidelberg (2002)"},{"key":"21_CR8","unstructured":"Papadopoulos, H., Vovk, V., Gammerman, A.: Qualified predictions for large data sets in the case of pattern recognition. In: Proceedings of the 2002 International Conference on Machine Learning and Applications (ICMLA 2002), pp. 159\u2013163. CSREA Press (2002)"},{"key":"21_CR9","volume-title":"9th International Conference on Information Technology and Applications in Biomedicine (ITAB 2009)","author":"A. Lambrou","year":"2009","unstructured":"Lambrou, A., Papadopoulos, H., Gammerman, A.: Evolutionary conformal prediction for breast cancer diagnosis. In: 9th International Conference on Information Technology and Applications in Biomedicine (ITAB 2009). IEEE, Los Alamitos (2009)"},{"key":"21_CR10","series-title":"IFIP International Federation for Information Processing","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1007\/978-1-4419-0221-4_22","volume-title":"Artificial Intelligence Applications & Innovations III","author":"H. Papadopoulos","year":"2009","unstructured":"Papadopoulos, H., Gammerman, A., Vovk, V.: Confidence predictions for the diagnosis of acute abdominal pain. In: Iliadis, L., Vlahavas, I., Bramer, M. (eds.) Artificial Intelligence Applications & Innovations III. IFIP International Federation for Information Processing, vol.\u00a0296, pp. 175\u2013184. Springer, Heidelberg (2009)"},{"issue":"4","key":"21_CR11","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1142\/S012906570500027X","volume":"15","author":"T. Bellotti","year":"2005","unstructured":"Bellotti, T., Luo, Z., Gammerman, A., Delft, F.W.V., Saha, V.: Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. International Journal of Neural Systems\u00a015(4), 247\u2013258 (2005)","journal-title":"International Journal of Neural Systems"},{"key":"21_CR12","doi-asserted-by":"crossref","unstructured":"Bellotti, T., Luo, Z., Gammerman, A.: Reliable classification of childhood acute leukaemia from gene expression data using confidence machines. In: Proceedings of IEEE International Conference on Granular Computing (GRC 2006), pp. 148\u2013153 (2006)","DOI":"10.1109\/GRC.2006.1635774"},{"issue":"1","key":"21_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s10489-007-0072-0","volume":"30","author":"E. Kyriacou","year":"2009","unstructured":"Kyriacou, E., Pattichis, M.S., Pattichis, C.S., Mavrommatis, A., Christodoulou, C.I., Kakkos, S., Nicolaides, A.: Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images. Applied Intelligence\u00a030(1), 3\u201323 (2009)","journal-title":"Applied Intelligence"},{"key":"21_CR14","doi-asserted-by":"publisher","first-page":"548","DOI":"10.1067\/mva.1989.vs0090548","volume":"9","author":"M. Langsfeld","year":"1989","unstructured":"Langsfeld, M., Gray-Weale, A.C., Lusby, R.J.: The role of plaque morphology and diameter reduction in the development of new symptoms in asymptomatic carotid arteries. J. Vasc. Surg.\u00a09, 548\u2013557 (1989)","journal-title":"J. Vasc. Surg."}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16239-8_21.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T12:24:34Z","timestamp":1619785474000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16239-8_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642162381","9783642162398"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16239-8_21","relation":{},"ISSN":["1868-4238","1861-2288"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1861-2288"}],"subject":[],"published":{"date-parts":[[2010]]}}}