{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T19:31:56Z","timestamp":1725823916002},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319199917"},{"type":"electronic","value":"9783319199924"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19992-4_12","type":"book-chapter","created":{"date-parts":[[2015,6,22]],"date-time":"2015-06-22T09:05:45Z","timestamp":1434963945000},"page":"152-163","source":"Crossref","is-referenced-by-count":8,"title":["Spatio-Temporal Signatures to Predict Retinal Disease Recurrence"],"prefix":"10.1007","author":[{"given":"Wolf-Dieter","family":"Vogl","sequence":"first","affiliation":[]},{"given":"Sebastian M.","family":"Waldstein","sequence":"additional","affiliation":[]},{"given":"Bianca S.","family":"Gerendas","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Simader","sequence":"additional","affiliation":[]},{"given":"Ana-Maria","family":"Glodan","sequence":"additional","affiliation":[]},{"given":"Dominika","family":"Podkowinski","sequence":"additional","affiliation":[]},{"given":"Ursula","family":"Schmidt-Erfurth","sequence":"additional","affiliation":[]},{"given":"Georg","family":"Langs","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,23]]},"reference":[{"issue":"3","key":"12_CR1","doi-asserted-by":"publisher","first-page":"633","DOI":"10.1148\/radiol.2273020518","volume":"227","author":"JJ Smith","year":"2003","unstructured":"Smith, J.J., Sorensen, A.G., Thrall, J.H.: Biomarkers in imaging: Realizing radiology\u2019s future. Radiology 227(3), 633\u2013638 (2003)","journal-title":"Radiology"},{"issue":"8","key":"12_CR2","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1038\/eye.2011.92","volume":"25","author":"M Laouri","year":"2011","unstructured":"Laouri, M., Chen, E., Looman, M., Gallagher, M.: The burden of disease of retinal vein occlusion: review of the literature. Eye 25(8), 981\u2013988 (2011)","journal-title":"Eye"},{"key":"12_CR3","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. Roy. Stat. Soc. Ser. B (Methodol.) 58, 267\u2013288 (1996)","journal-title":"J. Roy. Stat. Soc. Ser. B (Methodol.)"},{"issue":"2","key":"12_CR4","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H Zou","year":"2005","unstructured":"Zou, H., Hastie, T.: Regularization and variable selection via the elastic net. J. Roy. Stat. Soc. Ser. B (Methodol.) 67(2), 301\u2013320 (2005)","journal-title":"J. Roy. Stat. Soc. Ser. B (Methodol.)"},{"issue":"1","key":"12_CR5","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Machine learning 45(1), 5\u201332 (2001)","journal-title":"Random forests. Machine learning"},{"key":"12_CR6","unstructured":"Hastie, T.J., Tibshirani, R.J., Friedman, J.H.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, Heidelberg (2011)"},{"issue":"6","key":"12_CR7","doi-asserted-by":"publisher","first-page":"2085","DOI":"10.1016\/j.patcog.2011.09.011","volume":"45","author":"PM Rasmussen","year":"2012","unstructured":"Rasmussen, P.M., Hansen, L.K., Madsen, K.H., Churchill, N.W., Strother, S.C.: Model sparsity and brain pattern interpretation of classification models in neuroimaging. Pattern Recogn. 45(6), 2085\u20132100 (2012). Brain Decoding","journal-title":"Pattern Recogn."},{"key":"12_CR8","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","volume":"67","author":"H Zou","year":"2003","unstructured":"Zou, H., Hastie, T.: Regression shrinkage and selection via the elastic net, with applications to microarrays. J. Roy. Stat. Soc. B. 67, 301\u2013320 (2003)","journal-title":"J. Roy. Stat. Soc. B."},{"issue":"2","key":"12_CR9","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1016\/j.neuroimage.2010.07.074","volume":"56","author":"G Langs","year":"2011","unstructured":"Langs, G., Menze, B.H., Lashkari, D., Golland, P.: Detecting stable distributed patterns of brain activation using gini contrast. NeuroImage 56(2), 497\u2013507 (2011)","journal-title":"NeuroImage"},{"key":"12_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/978-3-642-38868-2_8","volume-title":"Information Processing in Medical Imaging","author":"BM Kandel","year":"2013","unstructured":"Kandel, B.M., Wolk, D.A., Gee, J.C., Avants, B.: Predicting cognitive data from medical images using sparse linear regression. In: Gee, J.C., Joshi, S., Pohl, K.M., Wells, W.M., Z\u00f6llei, L. (eds.) IPMI 2013. LNCS, vol. 7917, pp. 86\u201397. Springer, Heidelberg (2013)"},{"key":"12_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1007\/978-3-319-02267-3_10","volume-title":"Machine Learning in Medical Imaging","author":"MR Sabuncu","year":"2013","unstructured":"Sabuncu, M.R.: A Bayesian algorithm for image-based time-to-event prediction. In: Wu, G., Zhang, D., Shen, D., Yan, P., Suzuki, K., Wang, F. (eds.) MLMI 2013. LNCS, vol. 8184, pp. 74\u201381. Springer, Heidelberg (2013)"},{"key":"12_CR12","unstructured":"Bogunovi\u0107, H., Abr\u00e0moff, M.D., Zhang, L., Sonka, M.: Prediction of treatment response from retinal oct in patients with exudative age-related macular degeneration. In: Chen, X., Garvin, M.K., L.J., (ed.) Proceedings of the Ophthalmic Medical Image Analysis First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014, Boston, Massachusetts, September 14, 2014, pp. 129\u2013136 Iowa Research Online (2014)"},{"issue":"4","key":"12_CR13","doi-asserted-by":"publisher","first-page":"1402","DOI":"10.1016\/j.neuroimage.2012.02.084","volume":"61","author":"M Reuter","year":"2012","unstructured":"Reuter, M., Schmansky, N.J., Rosas, H.D., Fischl, B.: Within-subject template estimation for unbiased longitudinal image analysis. Neuroimage 61(4), 1402\u20131418 (2012)","journal-title":"Neuroimage"},{"key":"12_CR14","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1109\/RBME.2010.2084567","volume":"3","author":"MD Abr\u00e0moff","year":"2010","unstructured":"Abr\u00e0moff, M.D., Garvin, M.K., Sonka, M.: Retinal imaging and image analysis. IEEE Rev. Biomed. Eng. 3, 169\u2013208 (2010)","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"12_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1007\/978-3-319-10470-6_17","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2014","author":"A Montuoro","year":"2014","unstructured":"Montuoro, A., Wu, J., Waldstein, S., Gerendas, B., Langs, G., Simader, C., Schmidt-Erfurth, U.: Motion artefact correction in retinal optical coherence tomography using local symmetry. In: Golland, P., Hata, N., Barillot, C., Hornegger, J., Howe, R. (eds.) MICCAI 2014, Part II. LNCS, vol. 8674, pp. 130\u2013137. Springer, Heidelberg (2014)"},{"issue":"12","key":"12_CR16","doi-asserted-by":"publisher","first-page":"2262","DOI":"10.1109\/TPAMI.2010.46","volume":"32","author":"A Myronenko","year":"2010","unstructured":"Myronenko, A., Song, X.: Point set registration: Coherent point drift. IEEE Trans. Pattern Anal. Mach. Intell. 32(12), 2262\u20132275 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"12_CR17","doi-asserted-by":"crossref","unstructured":"Wu, J., Gerendas, B.S., Waldstein, S.M., Langs, G., Simader, C., Schmidt-Erfurth, U.: Stable registration of pathological 3D-oct scans using retinal vessels. In: Chen, X., Garvin, M.K., Liu, J.J. (eds.) Proceedings of the Ophthalmic Medical Image Analysis First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014, pp. 1\u20138. Iowa Research Online (2014)","DOI":"10.17077\/omia.1002"},{"issue":"9","key":"12_CR18","doi-asserted-by":"publisher","first-page":"1436","DOI":"10.1109\/TMI.2009.2016958","volume":"28","author":"MK Garvin","year":"2009","unstructured":"Garvin, M.K., Abr\u00e0moff, M.D., Wu, X., Russell, S.R., Burns, T.L., Sonka, M.: Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images. IEEE Trans. Med. Imaging 28(9), 1436\u20131447 (2009)","journal-title":"IEEE Trans. Med. Imaging"},{"key":"12_CR19","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1111\/j.2517-6161.1972.tb00899.x","volume":"34","author":"D Cox","year":"1972","unstructured":"Cox, D.: Regression models and life tables (with discussion). J. Roy. Stati. Soc. B 34, 187\u2013220 (1972)","journal-title":"J. Roy. Stati. Soc. B"},{"key":"12_CR20","unstructured":"Cox, D.R., Oakes, D.: Analysis of survival data. vol. 21. CRC Press (1984)"},{"issue":"1","key":"12_CR21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v033.i01","volume":"33","author":"J Friedman","year":"2010","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Regularization paths for generalized linear models via coordinate descent. J. Stat. Softw. 33(1), 1 (2010)","journal-title":"J. Stat. Softw."},{"issue":"5","key":"12_CR22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v039.i05","volume":"39","author":"N Simon","year":"2011","unstructured":"Simon, N., Friedman, J., Hastie, T., Tibshirani, R.: Regularization paths for cox\u2019s proportional hazards model via coordinate descent. J. Stat. Softw. 39(5), 1\u201313 (2011)","journal-title":"J. Stat. Softw."},{"issue":"9","key":"12_CR23","doi-asserted-by":"publisher","first-page":"1079","DOI":"10.1001\/archopht.1996.01100140281004","volume":"114","author":"EY Chew","year":"1996","unstructured":"Chew, E.Y., Klein, M.L., Ferris, F.L., Remaley, N.A., Murphy, R.P., Chantry, K., Hoogwerf, B.J., Miller, D.: Association of elevated serum lipid levels with retinal hard exudate in diabetic retinopathy: Early treatment diabetic retinopathy study (etdrs) report 22. Arch. Ophthalmol. 114(9), 1079\u20131084 (1996)","journal-title":"Arch. Ophthalmol."}],"container-title":["Lecture Notes in Computer Science","Information Processing in Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19992-4_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,9]],"date-time":"2024-06-09T16:56:47Z","timestamp":1717952207000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-19992-4_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319199917","9783319199924"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19992-4_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}