{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T07:48:26Z","timestamp":1778658506715,"version":"3.51.4"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2012,7,8]],"date-time":"2012-07-08T00:00:00Z","timestamp":1341705600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Prog Artif Intell"],"published-print":{"date-parts":[[2012,9]]},"DOI":"10.1007\/s13748-012-0021-y","type":"journal-article","created":{"date-parts":[[2012,7,7]],"date-time":"2012-07-07T06:47:54Z","timestamp":1341643674000},"page":"245-257","source":"Crossref","is-referenced-by-count":16,"title":["Conformal predictors in early diagnostics of ovarian and breast cancers"],"prefix":"10.1007","volume":"1","author":[{"given":"Dmitry","family":"Devetyarov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilia","family":"Nouretdinov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian","family":"Burford","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephane","family":"Camuzeaux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aleksandra","family":"Gentry-Maharaj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Tiss","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Celia","family":"Smith","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiyuan","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexey","family":"Chervonenkis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachel","family":"Hallett","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Volodya","family":"Vovk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mike","family":"Waterfield","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rainer","family":"Cramer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John F.","family":"Timms","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Sinclair","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Usha","family":"Menon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ian","family":"Jacobs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alex","family":"Gammerman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,7,8]]},"reference":[{"key":"21_CR1","volume-title":"Algorithmic Learning in a Random World","author":"V. Vovk","year":"2005","unstructured":"Vovk V., Gammerman A., Shafer G.: Algorithmic Learning in a Random World. Springer, New York (2005)"},{"key":"21_CR2","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/S1470-2045(09)70026-9","volume":"10","author":"U. Menon","year":"2009","unstructured":"Menon U., Gentry-Maharaj A., Hallett R., Ryan A., Burnell M., Sharma A., Lewis S., Davies S., Philpott S., Lopes A., Godfrey K., Oram D., Herod J., Williamson K., Seif M.W., Scott I., Mould T., Woolas R., Murdoch J., Dobbs S., Amso N.N., Leeson S., Cruickshank D., McGuire A., Campbell S., Fallowfield L., Singh N., Dawnay A., Skates S.J., Parmar M., Jacobs I.: Sensitivity and specificity of multimodal and ultrasound screening for ovarian cancer, and stage distribution of detected cancers: results of the prevalence screen of the UK Collaborative Trial of Ovarian Cancer Screening (UKCTOCS). Lancet Oncol. 10, 327\u2013340 (2009)","journal-title":"Lancet Oncol."},{"key":"21_CR3","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1373\/clinchem.2009.133363","volume":"56","author":"J.F. Timms","year":"2010","unstructured":"Timms J.F., Cramer R., Camuzeaux S., Tiss A., Smith C., Burford B., Nouretdinov I., Devetyarov D., Gentry-Maharaj A., Ford J., Luo Z., Gammerman A., Menon U., Jacobs I.: Peptides generated ex vivo from abundant serum proteins by tumour-specific txopeptidases are not useful biomarkers in ovarian cancer. Clin. Chem. 56, 262\u2013271 (2010)","journal-title":"Clin. Chem."},{"key":"21_CR4","first-page":"1518","volume":"20","author":"A. Tiss","year":"2010","unstructured":"Tiss A., Timms J.F., Smith C., Devetyarov D., Gentry-Maharaj A., Camuzeaux S., Burford B., Nouretdinov I., Ford J., Luo Z., Jacobs I., Menon U., Gammerman A., Cramer R.: Highly accurate detection of ovarian cancer using CA125 but limited improvement with serum MALDI-TOF MS profiling. Int. J. Gynecol. Cancer 20, 1518\u20131524 (2010)","journal-title":"Int. J. Gynecol. Cancer"},{"key":"21_CR5","first-page":"337","volume":"2111","author":"I. Nouretdinov","year":"2001","unstructured":"Nouretdinov I., Vovk V., Vyugin M., Gammerman A.: Pattern recognition and density estimation under the general i.i.d. assumption. Lect. Notes Artif. Intell. 2111, 337\u2013353 (2001)","journal-title":"Lect. Notes Artif. Intell."},{"key":"21_CR6","doi-asserted-by":"crossref","unstructured":"Nouretdinov, I., Burford, B., Gammerman, A.: Application of inductive confidence machine to ICMLA competition data. In: Proceedings of The Eighth International Conference on Machine Learning and Applications, pp. 435\u2013438 (2009)","DOI":"10.1109\/ICMLA.2009.24"},{"key":"21_CR7","doi-asserted-by":"crossref","unstructured":"Nouretdinov, I., Li, G., Gammerman, A., Luo, Z.: Application of conformal predictors to tea classification based on electronic nose. In: Proceedings of Artificial Intelligence Applications and Innovations, pp. 303\u2013310 (2010)","DOI":"10.1007\/978-3-642-16239-8_40"},{"key":"21_CR8","unstructured":"Gammerman, A., Nouretdinov, I., Burford, B., Chervonenkis, A., Vovk, V., Luo, Z.: Clinical mass spectrometry proteomic diagnosis by conformal predictors. Stat. Appl. Genetics Mol. Biol. 7(2-13)(2008). Available at: http:\/\/www.bepress.com\/sagmb\/vol7\/iss2\/art13"},{"issue":"4","key":"21_CR9","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1142\/S012906570500027X","volume":"15","author":"A. Bellotti","year":"2005","unstructured":"Bellotti A., Luo Z., Gammerman A., Van Delft F.W., Saha V.: Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. Int. J. Neural Syst. 15(4), 247\u2013258 (2005)","journal-title":"Int. J. Neural Syst."},{"issue":"1","key":"21_CR10","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1109\/TITB.2010.2091144","volume":"15","author":"A. Lambrou","year":"2011","unstructured":"Lambrou A., Papadopoulos H., Gammerman A.: Reliable confidence Measures for medical diagnosis with evolutionary algorithms. IEEE Trans. Inf. Technol. Biomed. 15(1), 93\u201399 (2011)","journal-title":"IEEE Trans. Inf. Technol. Biomed."},{"issue":"2\u20133","key":"21_CR11","first-page":"127","volume":"17","author":"H. Papadopoulos","year":"2009","unstructured":"Papadopoulos H., Gammerman A., Vovk V.: Reliable diagnosis of acute abdominal pain with conformal prediction. Eng. Intell. Syst. 17(2\u20133), 127\u2013137 (2009)","journal-title":"Eng. Intell. Syst."},{"key":"21_CR12","doi-asserted-by":"crossref","unstructured":"Lambrou, A., Papadopoulos, H., Kyriacou, E., Pattichis, C.S., Pattichis, M.S., Gammerman, A., Nicolaides, A.: Assessment of stroke risk based on morphological ultrasound image analysis with conformal prediction. In: Proceedings of the 6th IFIP International Conference on Artificial Intelligence Applications and Innovations. IFIP AICT 339, 146\u2013153 (2010)","DOI":"10.1007\/978-3-642-16239-8_21"},{"issue":"2","key":"21_CR13","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1016\/j.neuroimage.2010.05.023","volume":"56","author":"I. Nouretdinov","year":"2011","unstructured":"Nouretdinov I., Costafreda S.G., Gammerman A., Chervonenkis A., Vovk V., Vapnik V., Fu C.H.Y.: Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression. Neuroimage 56(2), 809\u2013813 (2011)","journal-title":"Neuroimage"},{"key":"21_CR14","unstructured":"Vovk, V., Lindsay, D., Nouretdinov, I., Gammerman, A.: Mondrian confidence Machine (On-line Compression Modelling Project, working paper 4): Technical Report. Computer Learning Research Centre, Royal Holloway, University of London, UK (2003) http:\/\/www.vovk.net\/cp\/04.jpg"},{"issue":"6","key":"21_CR15","first-page":"289","volume":"8","author":"J.F. Timms","year":"2011","unstructured":"Timms J.F., Menon U., Devetyarov D., Tiss A., Camuzeaux S., McCurry K., Nouretdinov I., Burford B., Smith C., Gentry-Maharaj A., Hallett R., Ford J., Luo Z., Vovk V., Gammerman A., Cramer R., Jacobs I.: Early detection of ovarian cancer in pre-diagnosis samples using CA125 and MALDI MS peaks. Cancer Genomics Proteomics 8(6), 289\u2013305 (2011)","journal-title":"Cancer Genomics Proteomics"},{"key":"21_CR16","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1111\/j.1471-0528.1987.tb02353.x","volume":"94","author":"P.A. Brioschi","year":"1987","unstructured":"Brioschi P.A., Irion O., Bischof P., Bader M., Forni M., Krauer F.: Serum CA 125 in epithelial ovarian: A longitudinal study cancer. Br. J. Obstet. Gynaecol. 94, 196\u2013201 (1987)","journal-title":"Br. J. Obstet. Gynaecol."},{"key":"21_CR17","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1093\/comjnl\/bxn021","volume":"52","author":"A. Gammerman","year":"2008","unstructured":"Gammerman A., Vovk V., Burford B., Nouretdinov I., Luo Z., Chervonenkis A., Waterfield M., Cramer R., Tempst P., Villanueva J., Kabir M., Camuzeaux S., Timms J., Menon U., Jacobs I.: Serum proteomic abnormality predating screen detection of ovarian cancer. Comput. J. 52, 326\u2013333 (2008)","journal-title":"Comput. J."},{"key":"21_CR18","unstructured":"Nouretdinov, I., Burford, B., Luo, Z., Gammerman, A.: Data Analysis of 7 Biomarkers: Technical Report. Computer Learning Research Centre, Royal Holloway, University of London, UK (2008) http:\/\/www.clrc.rhul.ac.uk\/projects\/proteomics_reports.htm"},{"key":"21_CR19","doi-asserted-by":"crossref","first-page":"7919","DOI":"10.1200\/JCO.2005.01.6642","volume":"23","author":"U. Menon","year":"2005","unstructured":"Menon U., Skates S.J., Lewis S., Rosenthal A.N., Rufford B., Sibley K., Macdonald N., Dawnay A., Jeyarajah A., Bast R.C. Jr, Oram D., Jacobs I.J.: Prospective study using the risk of ovarian cancer algorithm to screen for ovarian cancer. J. Clin. Oncol. 23, 7919\u20137926 (2005)","journal-title":"J. Clin. Oncol."},{"key":"21_CR20","doi-asserted-by":"crossref","first-page":"3388","DOI":"10.1002\/pmic.201000100","volume":"10","author":"A. Tiss","year":"2010","unstructured":"Tiss A., Smith C., Menon U., Jacobs I., Timms J.F., Cramer R.: A well-characterised peak identification list of MALDI MS profile peaks for human blood serum. Proteomics 10, 3388\u20133392 (2010)","journal-title":"Proteomics"}],"container-title":["Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13748-012-0021-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13748-012-0021-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13748-012-0021-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,30]],"date-time":"2019-06-30T17:36:11Z","timestamp":1561916171000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13748-012-0021-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,7,8]]},"references-count":20,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2012,9]]}},"alternative-id":["21"],"URL":"https:\/\/doi.org\/10.1007\/s13748-012-0021-y","relation":{},"ISSN":["2192-6352","2192-6360"],"issn-type":[{"value":"2192-6352","type":"print"},{"value":"2192-6360","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,7,8]]}}}