{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T21:38:14Z","timestamp":1757453894217,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319673882"},{"type":"electronic","value":"9783319673899"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","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":[[2017]]},"DOI":"10.1007\/978-3-319-67389-9_35","type":"book-chapter","created":{"date-parts":[[2017,9,6]],"date-time":"2017-09-06T22:18:37Z","timestamp":1504736317000},"page":"299-306","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Structural Connectivity Guided Sparse Effective Connectivity for MCI Identification"],"prefix":"10.1007","author":[{"given":"Yang","family":"Li","sequence":"first","affiliation":[]},{"given":"Jingyu","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Meilin","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Ke","family":"Li","sequence":"additional","affiliation":[]},{"given":"Pew-Thian","family":"Yap","sequence":"additional","affiliation":[]},{"given":"Minjeong","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Chong-Yaw","family":"Wee","sequence":"additional","affiliation":[]},{"given":"Dinggang","family":"Shen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,9,7]]},"reference":[{"issue":"12","key":"35_CR1","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1016\/j.asr.2016.03.035","volume":"57","author":"M Akhoondzadeh","year":"2016","unstructured":"Akhoondzadeh, M.: Decision tree, bagging and random forest methods detect TEC seismo-ionospheric anomalies around the time of the chile, (m$$-$$w = 8.8) earthquake of 27 february 2010. Adv. Space Res. 57(12), 856\u2013867 (2016)","journal-title":"Adv. Space Res."},{"key":"35_CR2","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1093\/cercor\/bhs352","volume":"24","author":"EA Allen","year":"2012","unstructured":"Allen, E.A., Damaraju, E., Plis, S.M., Erhardt, E.B., Eichele, T., Calhoun, V.D.: Tracking whole-brain connectivity dynamics in the resting state. Cereb Cortex 24, 663\u2013676 (2012)","journal-title":"Cereb Cortex"},{"issue":"4","key":"35_CR3","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.physrep.2005.10.009","volume":"424","author":"S Boccaletti","year":"2006","unstructured":"Boccaletti, S., Latora, V., Moreno, Y., Chavez, M., Hwang, D.U.: Complex networks: structure and dynamics. Phys. Rep. 424(4), 175\u2013308 (2006)","journal-title":"Phys. Rep."},{"issue":"1","key":"35_CR4","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1089\/brain.2011.0008","volume":"1","author":"KJ Friston","year":"2011","unstructured":"Friston, K.J.: Functional and effective connectivity: a review. Brain Connect. 1(1), 13\u201336 (2011)","journal-title":"Brain Connect."},{"issue":"9518","key":"35_CR5","doi-asserted-by":"publisher","first-page":"1262","DOI":"10.1016\/S0140-6736(06)68542-5","volume":"367","author":"S Gauthier","year":"2006","unstructured":"Gauthier, S., Reisberg, B., Zaudig, M., Petersen, R.C., Ritchie, K., Broich, K., Belleville, S., Brodaty, H., Bennett, D., Chertkow, H.: Mild cognitive impairment. The Lancet 367(9518), 1262\u20131270 (2006)","journal-title":"The Lancet"},{"issue":"99","key":"35_CR6","first-page":"1","volume":"PP","author":"Y Li","year":"2017","unstructured":"Li, Y., Cui, W.G., Guo, Y.Z., Huang, T., Yang, X.F., Wei, H.L.: Time-varying system identification using an ultra-orthogonal forward regression and multiwavelet basis functions with applications to EEG. IEEE Trans. Neural Netw. Learn. Syst. PP(99), 1\u201313 (2017)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"35_CR7","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1016\/j.neuroimage.2013.09.015","volume":"84","author":"F Liu","year":"2014","unstructured":"Liu, F., Wee, C.Y., Chen, H., Shen, D.: Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer\u2019s disease and mild cognitive impairment identification. Neuroimage 84, 466\u2013475 (2014)","journal-title":"Neuroimage"},{"key":"35_CR8","doi-asserted-by":"publisher","first-page":"307","DOI":"10.3389\/fnins.2015.00307","volume":"9","author":"C Salvatore","year":"2015","unstructured":"Salvatore, C., Cerasa, A., Battista, P., Gilardi, M.C., Quattrone, A., Castiglioni, I.: Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer\u2019s disease: a machine learning approach. Front. Neurosci. 9, 307 (2015)","journal-title":"Front. Neurosci."},{"issue":"1","key":"35_CR9","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1006\/nimg.2001.0978","volume":"15","author":"N Tzourio-Mazoyer","year":"2002","unstructured":"Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., Joliot, M.: Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15(1), 273\u2013289 (2002)","journal-title":"Neuroimage"},{"issue":"10","key":"35_CR10","doi-asserted-by":"publisher","first-page":"967","DOI":"10.1002\/hbm.20324","volume":"28","author":"K Wang","year":"2007","unstructured":"Wang, K., Liang, M., Wang, L., Tian, L., Zhang, X., Li, K., Jiang, T.: Altered functional connectivity in early Alzheimer\u2019s disease: a restingstate fMRI study. Hum. Brain Mapp. 28(10), 967\u2013978 (2007)","journal-title":"Hum. Brain Mapp."},{"issue":"8","key":"35_CR11","doi-asserted-by":"publisher","first-page":"e42730","DOI":"10.1371\/journal.pone.0042730","volume":"7","author":"Z Wang","year":"2012","unstructured":"Wang, Z., Nie, B., Li, D., Zhao, Z., Han, Y., Song, H., Xu, J., Shan, B., Lu, J., Li, K.: Effect of acupuncture in mild cognitive impairment and Alzheimer disease: a functional MRI study. PLoS One 7(8), e42730 (2012)","journal-title":"PLoS One"},{"issue":"3","key":"35_CR12","doi-asserted-by":"publisher","first-page":"2045","DOI":"10.1016\/j.neuroimage.2011.10.015","volume":"59","author":"CY Wee","year":"2012","unstructured":"Wee, C.Y., Yap, P.T., Zhang, D., Denny, K., Browndyke, J.N., Potter, G.G., Welsh-Bohmer, K.A., Wang, L., Shen, D.: Identification of MCI individuals using structural and functional connectivity networks. Neuroimage 59(3), 2045\u20132056 (2012)","journal-title":"Neuroimage"},{"issue":"4","key":"35_CR13","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.3233\/JAD-151010","volume":"51","author":"L Xu","year":"2016","unstructured":"Xu, L., Wu, X., Li, R., Chen, K., Long, Z., Zhang, J., Guo, X., Yao, L.: Prediction of progressive mild cognitive impairment by multi-modal neuroimaging biomarkers. J. Alzheimer\u2019s Dis. 51(4), 1045\u20131056 (2016)","journal-title":"J. Alzheimer\u2019s Dis."},{"issue":"476","key":"35_CR14","doi-asserted-by":"publisher","first-page":"1418","DOI":"10.1198\/016214506000000735","volume":"101","author":"H Zou","year":"2006","unstructured":"Zou, H.: The adaptive lasso and its oracle properties. JASA 101(476), 1418\u20131429 (2006)","journal-title":"JASA"}],"container-title":["Lecture Notes in Computer Science","Machine Learning in Medical Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-67389-9_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:16:20Z","timestamp":1710267380000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-67389-9_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319673882","9783319673899"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-67389-9_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"7 September 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MLMI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Machine Learning in Medical Imaging","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Quebec City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mlmi-med2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/mlmi2017.web.unc.edu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}