{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T22:40:02Z","timestamp":1749595202948,"version":"3.41.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319467191"},{"type":"electronic","value":"9783319467207"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-46720-7_37","type":"book-chapter","created":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T03:01:32Z","timestamp":1475290892000},"page":"317-325","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["New Multi-task Learning Model to Predict Alzheimer\u2019s Disease Cognitive Assessment"],"prefix":"10.1007","author":[{"given":"Zhouyuan","family":"Huo","sequence":"first","affiliation":[]},{"given":"Dinggang","family":"Shen","sequence":"additional","affiliation":[]},{"given":"Heng","family":"Huang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,2]]},"reference":[{"issue":"3","key":"37_CR1","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1007\/s10994-007-5040-8","volume":"73","author":"A Argyriou","year":"2008","unstructured":"Argyriou, A., Evgeniou, T., Pontil, M.: Convex multi-task feature learning. Mach. Learn. 73(3), 243\u2013272 (2008)","journal-title":"Mach. Learn."},{"key":"37_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1007\/978-3-642-02498-6_35","volume-title":"Information Processing in Medical Imaging","author":"N Batmanghelich","year":"2009","unstructured":"Batmanghelich, N., Taskar, B., Davatzikos, C.: A general and unifying framework for feature construction, in image-based pattern classification. In: Prince, J.L., Pham, D.L., Myers, K.J. (eds.) IPMI 2009. LNCS, vol. 5636, pp. 423\u2013434. Springer, Heidelberg (2009)"},{"issue":"8664","key":"37_CR3","doi-asserted-by":"publisher","first-page":"672","DOI":"10.1016\/S0140-6736(89)90911-2","volume":"334","author":"M De Leon","year":"1989","unstructured":"De Leon, M., George, A., Stylopoulos, L., Smith, G., Miller, D.: Early marker for Alzheimer\u2019s disease: the atrophic hippocampus. Lancet 334(8664), 672\u2013673 (1989)","journal-title":"Lancet"},{"issue":"7","key":"37_CR4","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/j.tics.2007.05.001","volume":"11","author":"D Hassabis","year":"2007","unstructured":"Hassabis, D., Maguire, E.A.: Deconstructing episodic memory with construction. Trends Cogn. Sci. 11(7), 299\u2013306 (2007)","journal-title":"Trends Cogn. Sci."},{"key":"37_CR5","doi-asserted-by":"crossref","first-page":"P-0717","DOI":"10.1016\/S1053-8119(18)31550-7","volume":"7","author":"NJ Kabani","year":"1998","unstructured":"Kabani, N.J.: 3D anatomical atlas of the human brain. Neuroimage 7, P-0717 (1998)","journal-title":"Neuroimage"},{"key":"37_CR6","unstructured":"Nie, F., Huang, H., Ding, C.H.: Low-rank matrix recovery via efficient schatten p-Norm minimization. In: AAAI (2012)"},{"issue":"2","key":"37_CR7","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1212\/WNL.58.2.198","volume":"58","author":"HJ Rosen","year":"2002","unstructured":"Rosen, H.J., Gorno-Tempini, M.L., Goldman, W., Perry, R., Schuff, N., Weiner, M., Feiwell, R., Kramer, J., Miller, B.L.: Patterns of brain atrophy in frontotemporal dementia and semantic dementia. Neurology 58(2), 198\u2013208 (2002)","journal-title":"Neurology"},{"issue":"11","key":"37_CR8","doi-asserted-by":"publisher","first-page":"1421","DOI":"10.1109\/TMI.2002.803111","volume":"21","author":"D Shen","year":"2002","unstructured":"Shen, D., Davatzikos, C.: Hammer: hierarchical attribute matching mechanism for elastic registration. IEEE Trans. Med. Imaging 21(11), 1421\u20131439 (2002)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"1","key":"37_CR9","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1109\/42.668698","volume":"17","author":"JG Sled","year":"1998","unstructured":"Sled, J.G., Zijdenbos, A.P., Evans, A.C.: A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans. Med. Imaging 17(1), 87\u201397 (1998)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"4","key":"37_CR10","doi-asserted-by":"publisher","first-page":"1405","DOI":"10.1016\/j.neuroimage.2010.03.051","volume":"51","author":"CM Stonnington","year":"2010","unstructured":"Stonnington, C.M., Chu, C., Kl\u00f6ppel, S., Jack Jr., C.R., Ashburner, J., Frackowiak, R.S.: Predicting clinical scores from magnetic resonance scans in Alzheimer\u2019s disease. Neuroimage 51(4), 1405\u20131413 (2010)","journal-title":"Neuroimage"},{"key":"37_CR11","doi-asserted-by":"crossref","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S., Ding, C., Saykin, A.J., Shen, L.: Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance. In: 2011 IEEE International Conference on Computer Vision (ICCV), pp. 557\u2013562. IEEE (2011)","DOI":"10.1109\/ICCV.2011.6126288"},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S., Saykin, A.J., Shen, L., ADNI: joint classification and regression for identifying ad-sensitive and cognition-relevant imaging biomarkers. In: 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 115\u2013123 (2011)","DOI":"10.1007\/978-3-642-23626-6_15"},{"issue":"12","key":"37_CR13","doi-asserted-by":"publisher","first-page":"i127","DOI":"10.1093\/bioinformatics\/bts228","volume":"28","author":"H Wang","year":"2012","unstructured":"Wang, H., Nie, F., Huang, H., Risacher, S.L., Saykin, A.J., Shen, L.: ADNI: identifying disease sensitive and quantitative trait relevant biomarkers from multi-dimensional heterogeneous imaging genetics data via sparse multi-modal multi-task learning. Bioinformatics 28(12), i127\u2013i136 (2012)","journal-title":"Bioinformatics"},{"issue":"1","key":"37_CR14","doi-asserted-by":"publisher","first-page":"e77810","DOI":"10.1371\/journal.pone.0077810","volume":"9","author":"Y Wang","year":"2014","unstructured":"Wang, Y., Nie, J., Yap, P.T., Li, G., Shi, F., Geng, X., Guo, L., Shen, D., Initiative, A.D.N., et al.: Knowledge-guided robust MRI brain extraction for diverse large-scale neuroimaging studies on humans and non-human primates. PloS One 9(1), e77810 (2014)","journal-title":"PloS One"},{"key":"37_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1007\/978-3-642-23626-6_78","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2011","author":"Y Wang","year":"2011","unstructured":"Wang, Y., Nie, J., Yap, P.-T., Shi, F., Guo, L., Shen, D.: Robust deformable-surface-based skull-stripping for large-scale studies. In: Fichtinger, G., Martel, A., Peters, T. (eds.) MICCAI 2011. LNCS, vol. 6893, pp. 635\u2013642. Springer, Heidelberg (2011). doi:10.1007\/978-3-642-23626-6_78"},{"issue":"3","key":"37_CR16","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.jalz.2010.03.007","volume":"6","author":"MW Weiner","year":"2010","unstructured":"Weiner, M.W., Aisen, P.S., Jack Jr., C.R., Jagust, W.J., Trojanowski, J.Q., Shaw, L., Saykin, A.J., Morris, J.C., Cairns, N., Beckett, L.A., et al.: The Alzheimer\u2019s disease neuroimaging initiative: progress report and future plans. Alzheimer\u2019s Dement. 6(3), 202\u2013211 (2010)","journal-title":"Alzheimer\u2019s Dement."},{"issue":"1","key":"37_CR17","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/42.906424","volume":"20","author":"Y Zhang","year":"2001","unstructured":"Zhang, Y., Brady, M., Smith, S.: Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging 20(1), 45\u201357 (2001)","journal-title":"IEEE Trans. Med. Imaging"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2016"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-46720-7_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T22:15:14Z","timestamp":1749593714000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-46720-7_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319467191","9783319467207"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-46720-7_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"2 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Medical Image Computing and Computer-Assisted Intervention","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Athens","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 October 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 October 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}