{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T10:32:06Z","timestamp":1743071526034,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319245737"},{"type":"electronic","value":"9783319245744"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","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":[[2015]]},"DOI":"10.1007\/978-3-319-24574-4_83","type":"book-chapter","created":{"date-parts":[[2015,9,24]],"date-time":"2015-09-24T07:03:02Z","timestamp":1443078182000},"page":"695-702","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Dempster-Shafer Theory Based Feature Selection with Sparse Constraint for Outcome Prediction in Cancer Therapy"],"prefix":"10.1007","author":[{"given":"Chunfeng","family":"Lian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Su","family":"Ruan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thierry","family":"Den\u0153ux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierre","family":"Vera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,18]]},"reference":[{"issue":"1","key":"83_CR1","doi-asserted-by":"publisher","first-page":"37","DOI":"10.2967\/jnumed.112.116715","volume":"55","author":"F.J. Brooks","year":"2014","unstructured":"Brooks, F.J., Grigsby, P.W.: The effect of small tumor volumes on studies of intratumoral heterogeneity of tracer uptake. Journal of Nuclear Medicine\u00a055(1), 37\u201342 (2014)","journal-title":"Journal of Nuclear Medicine"},{"key":"83_CR2","doi-asserted-by":"crossref","first-page":"57","DOI":"10.4137\/CIN.S819","volume":"7","author":"S. Chandana","year":"2009","unstructured":"Chandana, S., Leung, H., Trpkov, K.: Staging of prostate cancer using automatic feature selection, sampling and Dempster-Shafer fusion. Cancer Informatics\u00a07, 57 (2009)","journal-title":"Cancer Informatics"},{"key":"83_CR3","doi-asserted-by":"crossref","unstructured":"Dennis, Jr., J.E., Schnabel, R.B.: Numerical methods for unconstrained optimization and nonlinear equations, vol. 16. SIAM (1996)","DOI":"10.1137\/1.9781611971200"},{"issue":"5","key":"83_CR4","doi-asserted-by":"publisher","first-page":"804","DOI":"10.1109\/21.376493","volume":"25","author":"T. Den\u0153ux","year":"1995","unstructured":"Den\u0153ux, T.: A K-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems, Man and Cybernetics\u00a025(5), 804\u2013813 (1995)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"issue":"1","key":"83_CR5","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1109\/TKDE.2011.201","volume":"25","author":"T. Den\u0153ux","year":"2013","unstructured":"Den\u0153ux, T.: Maximum likelihood estimation from uncertain data in the belief function framework. IEEE Transactions on Knowledge and Data Engineering\u00a025(1), 119\u2013130 (2013)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"1","key":"83_CR6","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1148\/radiographics.18.1.9460106","volume":"18","author":"J.J. Erasmus","year":"1998","unstructured":"Erasmus, J.J., McAdams, H., Patz, J. E.F., Goodman, P.C., Coleman, R.E.: Thoracic FDG PET: state of the art. Radiographics\u00a018(1), 5\u201320 (1998)","journal-title":"Radiographics"},{"key":"83_CR7","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighbourhood components analysis. In: Advances in Neural Information Processing Systems, pp. 513\u2013520 (2005)"},{"issue":"1","key":"83_CR8","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1038\/nrclinonc.2012.196","volume":"10","author":"P. Lambin","year":"2013","unstructured":"Lambin, P., van Stiphout, R.G., Starmans, M.H., Rios-Velazquez, E., Nalbantov, G., Aerts, H.J., Roelofs, E., van Elmpt, W., Boutros, P.C., Pierluigi, Granone, o.: Predicting outcomes in radiation oncology\u2014multifactorial decision support systems. Nature Reviews Clinical Oncology\u00a010(1), 27\u201340 (2013)","journal-title":"Nature Reviews Clinical Oncology"},{"issue":"7","key":"83_CR9","doi-asserted-by":"publisher","first-page":"1247","DOI":"10.1016\/j.media.2014.06.014","volume":"18","author":"B. Lelandais","year":"2014","unstructured":"Lelandais, B., Ruan, S., Den\u0153ux, T., Vera, P., Gardin, I.: Fusion of multi-tracer PET images for dose painting. Medical Image Analysis\u00a018(7), 1247\u20131259 (2014)","journal-title":"Medical Image Analysis"},{"issue":"7","key":"83_CR10","doi-asserted-by":"publisher","first-page":"2318","DOI":"10.1016\/j.patcog.2015.01.019","volume":"48","author":"C. Lian","year":"2015","unstructured":"Lian, C., Ruan, S., Den\u0153ux, T.: An evidential classifier based on feature selection and two-step classification strategy. Pattern Recognition\u00a048(7), 2318\u20132327 (2015)","journal-title":"Pattern Recognition"},{"issue":"4","key":"83_CR11","doi-asserted-by":"publisher","first-page":"995","DOI":"10.1109\/TMI.2014.2301892","volume":"33","author":"H. Mi","year":"2014","unstructured":"Mi, H., Petitjean, C., Dubray, B., Vera, P., Ruan, S.: Prediction of lung tumor evolution during radiotherapy in individual patients with PET. IEEE Transactions on Medical Imaging\u00a033(4), 995\u20131003 (2014)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"11","key":"83_CR12","doi-asserted-by":"publisher","first-page":"1119","DOI":"10.1016\/0167-8655(94)90127-9","volume":"15","author":"P. Pudil","year":"1994","unstructured":"Pudil, P., Novovi\u010dov\u00e1, J., Kittler, J.: Floating search methods in feature selection. Pattern Recognition Letters\u00a015(11), 1119\u20131125 (1994)","journal-title":"Pattern Recognition Letters"},{"key":"83_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1007\/BFb0020217","volume-title":"Artificial Neural Networks - ICANN\u201997","author":"B. Sch\u00f6lkopf","year":"1997","unstructured":"Sch\u00f6lkopf, B., Smola, A., M\u00fcller, K.R.: Kernel principal component analysis. In: Gerstner, W., Hasler, M., Germond, A., Nicoud, J.-D. (eds.) ICANN 1997. LNCS, vol.\u00a01327, pp. 583\u2013588. Springer, Heidelberg (1997)"},{"key":"83_CR14","doi-asserted-by":"crossref","DOI":"10.1515\/9780691214696","volume-title":"A mathematical theory of evidence","author":"G. Shafer","year":"1976","unstructured":"Shafer, G.: A mathematical theory of evidence, vol.\u00a01. Princeton University Press, Princeton (1976)"},{"issue":"5","key":"83_CR15","doi-asserted-by":"publisher","first-page":"1375","DOI":"10.1016\/j.ijrobp.2012.10.017","volume":"85","author":"S. Tan","year":"2013","unstructured":"Tan, S., Kligerman, S., Chen, W., Lu, M., Kim, G., Feigenberg, S., D\u2019Souza, W.D., Suntharalingam, M., Lu, W.: Spatial-temporal [18 F]FDG-PET features for predicting pathologic response of esophageal cancer to neoadjuvant chemoradiation therapy. International Journal of Radiation Oncology* Biology* Physics\u00a085(5), 1375\u20131382 (2013)","journal-title":"International Journal of Radiation Oncology* Biology* Physics"},{"issue":"5","key":"83_CR16","doi-asserted-by":"publisher","first-page":"693","DOI":"10.2967\/jnumed.111.099127","volume":"53","author":"F. Tixier","year":"2012","unstructured":"Tixier, F., Hatt, M., Le Rest, C.C., Pogam, A.L., Corcos, L., Visvikis, D.: Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET. Journal of Nuclear Medicine\u00a053(5), 693\u2013700 (2012)","journal-title":"Journal of Nuclear Medicine"},{"issue":"2","key":"83_CR17","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.cviu.2010.09.007","volume":"115","author":"N. Zhang","year":"2011","unstructured":"Zhang, N., Ruan, S., Lebonvallet, S., Liao, Q., Zhu, Y.: Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation. Computer Vision and Image Understanding\u00a0115(2), 256\u2013269 (2011)","journal-title":"Computer Vision and Image Understanding"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-24574-4_83","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,22]],"date-time":"2022-05-22T05:44:56Z","timestamp":1653198296000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-24574-4_83"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319245737","9783319245744"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-24574-4_83","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"18 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}