{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T04:15:40Z","timestamp":1759032940249,"version":"3.40.3"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319609638"},{"type":"electronic","value":"9783319609645"}],"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\/978-3-319-60964-5_41","type":"book-chapter","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T10:28:53Z","timestamp":1498040933000},"page":"470-481","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Evaluating Alzheimer\u2019s Disease Diagnosis Using Texture Analysis"],"prefix":"10.1007","author":[{"name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","sequence":"first","affiliation":[]},{"given":"Francisco Jes\u00fas","family":"Martinez-Murcia","sequence":"first","affiliation":[]},{"given":"Juan Manuel","family":"G\u00f3rriz","sequence":"additional","affiliation":[]},{"given":"Javier","family":"Ram\u00edrez","sequence":"additional","affiliation":[]},{"given":"Fermin","family":"Segovia","sequence":"additional","affiliation":[]},{"given":"Diego","family":"Salas-Gonzalez","sequence":"additional","affiliation":[]},{"given":"Diego","family":"Castillo-Barnes","sequence":"additional","affiliation":[]},{"given":"Ignacio A.","family":"Ill\u00e1n","sequence":"additional","affiliation":[]},{"given":"Andres","family":"Ortiz","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,22]]},"reference":[{"key":"41_CR1","unstructured":"Alem\u00e1n, Y., Melie, L., Vald\u00e9s, P.: Ibaspm: toolbox for automatic parcellation of brain structures. In: 12th Annual Meeting of the Organization for Human Brain Mapping, pp. 11\u201315, June 2006"},{"issue":"4","key":"41_CR2","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1016\/j.jalz.2016.03.001","volume":"12","author":"Alzheimer\u2019s Association","year":"2016","unstructured":"Alzheimer\u2019s Association: 2016 Alzheimer\u2019s disease facts and figures. Alzheimer\u2019s Dement. 12(4), 459\u2013509 (2016)","journal-title":"Alzheimer\u2019s Dement."},{"issue":"6","key":"41_CR3","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1006\/nimg.2000.0582","volume":"11","author":"J Ashburner","year":"2000","unstructured":"Ashburner, J., Friston, K.J.: Voxel-based morphometry\u2013the methods. Neuroimage 11(6), 805\u2013821 (2000)","journal-title":"Neuroimage"},{"issue":"2","key":"41_CR4","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1006\/nimg.2001.0848","volume":"14","author":"JC Baron","year":"2001","unstructured":"Baron, J.C., Ch\u00e9telat, G., Desgranges, B., Perchey, G., Landeau, B., de la Sayette, V., Eustache, F.: In vivo mapping of gray matter loss with voxel-based morphometry in mild Alzheimer\u2019s disease. Neuroimage 14(2), 298\u2013309 (2001)","journal-title":"Neuroimage"},{"issue":"8","key":"41_CR5","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1016\/S1474-4422(07)70178-3","volume":"6","author":"B Dubois","year":"2007","unstructured":"Dubois, B., Feldman, H.H., Jacova, C., DeKosky, S.T., Barberger-Gateau, P., Cummings, J., Delacourte, A., Galasko, D., Gauthier, S., Jicha, G., et al.: Research criteria for the diagnosis of Alzheimer\u2019s disease: revising the NINCDS-ADRDA criteria. Lancet Neurol. 6(8), 734\u2013746 (2007)","journal-title":"Lancet Neurol."},{"key":"41_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012372560-8\/50002-4","volume-title":"Statistical Parametric Mapping: The Analysis of Functional Brain Images","author":"K Friston","year":"2007","unstructured":"Friston, K., Ashburner, J., Kiebel, S., Nichols, T., Penny, W.: Statistical Parametric Mapping: The Analysis of Functional Brain Images. Academic Press, Cambridge (2007)"},{"issue":"6","key":"41_CR7","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"R Haralick","year":"1973","unstructured":"Haralick, R., Shanmugam, K., Dinstein, I.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 3(6), 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"41_CR8","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.neucom.2014.09.072","volume":"151","author":"L Khedher","year":"2015","unstructured":"Khedher, L., Ram\u00edrez, J., G\u00f3rriz, J., Brahim, A., Segovia, F.: Early diagnosis of Alzheimers disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images. Neurocomputing 151, 139\u2013150 (2015)","journal-title":"Neurocomputing"},{"key":"41_CR9","unstructured":"Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of International Joint Conference on AI, pp. 1137\u20131145 (1995)"},{"key":"41_CR10","series-title":"IFMBE Proceedings","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/978-3-319-32703-7_56","volume-title":"XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016","author":"S Leandrou","year":"2016","unstructured":"Leandrou, S., Petroudi, S., Kyriacou, P.A., Reyes-Aldasoro, C.C., Pattichis, C.S.: An overview of quantitative magnetic resonance imaging analysis studies in the assessment of Alzheimer\u2019s disease. In: Kyriacou, E., Christofides, S., Pattichis, C.S. (eds.) XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016. IP, vol. 57, pp. 281\u2013286. Springer, Cham (2016). doi:\n                    10.1007\/978-3-319-32703-7_56"},{"issue":"7","key":"41_CR11","doi-asserted-by":"publisher","first-page":"995","DOI":"10.1093\/cercor\/bhh200","volume":"15","author":"JP Lerch","year":"2005","unstructured":"Lerch, J.P., Pruessner, J.C., Zijdenbos, A., Hampel, H., Teipel, S.J., Evans, A.C.: Focal decline of cortical thickness in Alzheimer\u2019s disease identified by computational neuroanatomy. Cereb. Cortex 15(7), 995\u20131001 (2005)","journal-title":"Cereb. Cortex"},{"issue":"9","key":"41_CR12","doi-asserted-by":"publisher","first-page":"1545","DOI":"10.1016\/S0167-8655(02)00393-8","volume":"24","author":"N Malpica","year":"2003","unstructured":"Malpica, N., Ortu\u00f1o, J.E., Santos, A.: A multichannel watershed-based algorithm for supervised texture segmentation. Pattern Recogn. Lett. 24(9), 1545\u20131554 (2003)","journal-title":"Pattern Recogn. Lett."},{"issue":"1","key":"41_CR13","doi-asserted-by":"publisher","first-page":"012502","DOI":"10.1118\/1.4845115","volume":"41","author":"F Martinez-Murcia","year":"2014","unstructured":"Martinez-Murcia, F., G\u00f3rriz, J., Ram\u00edrez, J., Moreno-Caballero, M., G\u00f3mez-R\u00edo, M., Initiative, P.P.M., et al.: Parametrization of textural patterns in 123i-ioflupane imaging for the automatic detection of Parkinsonism. Med. Phys. 41(1), 012502 (2014)","journal-title":"Med. Phys."},{"issue":"5","key":"41_CR14","doi-asserted-by":"publisher","first-page":"575","DOI":"10.2174\/1567205013666160314145158","volume":"13","author":"F Martinez-Murcia","year":"2016","unstructured":"Martinez-Murcia, F., G\u00f3rriz, J., Ram\u00edrez, J., Ortiz, A., The Alzheimers Disease Neuroimaging Initiative: A spherical brain mapping of MR images for the detection of Alzheimers disease. Curr. Alzheimer Res. 13(5), 575\u2013588 (2016)","journal-title":"Curr. Alzheimer Res."},{"issue":"10","key":"41_CR15","doi-asserted-by":"publisher","first-page":"9676","DOI":"10.1016\/j.eswa.2012.02.153","volume":"39","author":"F Mart\u00ednez-Murcia","year":"2012","unstructured":"Mart\u00ednez-Murcia, F., G\u00f3rriz, J., Ram\u00edrez, J., Puntonet, C., Salas-Gonz\u00e1lez, D.: Computer aided diagnosis tool for Alzheimer\u2019s disease based on Mann-Whitney-Wilcoxon U-test. Expert Syst. Appl. 39(10), 9676\u20139685 (2012)","journal-title":"Expert Syst. Appl."},{"key":"41_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/978-3-319-18914-7_3","volume-title":"Artificial Computation in Biology and Medicine","author":"FJ Martinez-Murcia","year":"2015","unstructured":"Martinez-Murcia, F.J., Ortiz, A., G\u00f3rriz, J.M., Ram\u00edrez, J., Ill\u00e1n, I.A.: A volumetric radial LBP projection of MRI brain images for the diagnosis of Alzheimer\u2019s disease. In: Ferr\u00e1ndez Vicente, J.M., \u00c1lvarez-S\u00e1nchez, J.R., de la Paz L\u00f3pez, F., Toledo-Moreo, F.J., Adeli, H. (eds.) IWINAC 2015. LNCS, vol. 9107, pp. 19\u201328. Springer, Cham (2015). doi:\n                    10.1007\/978-3-319-18914-7_3"},{"issue":"1","key":"41_CR17","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.cmpb.2013.03.015","volume":"111","author":"FJ Mart\u00ednez-Murcia","year":"2013","unstructured":"Mart\u00ednez-Murcia, F.J., G\u00f3rriz, J., Ram\u00edrez, J., Puntonet, C.G., Ill\u00e1n, I.: Functional activity maps based on significance measures and independent component analysis. Comput. Methods Programs Biomed. 111(1), 255\u2013268 (2013)","journal-title":"Comput. Methods Programs Biomed."},{"key":"41_CR18","first-page":"225","volume":"207","author":"FJ Mart\u00ednez-Murcia","year":"2015","unstructured":"Mart\u00ednez-Murcia, F.J., G\u00f3rriz, J.M., Ram\u00edrez, J., Alvarez Ill\u00e1n, I., Salas-Gonz\u00e1lez, D., Segovia, F., A.D.N.I.: Projecting MRI brain images for the detection of Alzheimer\u2019s disease. Stud. Health Technol. Inform. 207, 225\u2013233 (2015)","journal-title":"Stud. Health Technol. Inform."},{"issue":"7","key":"41_CR19","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"41_CR20","doi-asserted-by":"crossref","unstructured":"Philips, C., Li, D., Raicu, D., Furst, J.: Directional Invariance of Co-occurrence Matrices within the Liver. In: International Conference on Biocomputation, Bioinformatics, and Biomedical Technologies, pp. 29\u201334 (2008)","DOI":"10.1109\/BIOTECHNO.2008.24"},{"issue":"5","key":"41_CR21","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1016\/j.patcog.2005.12.003","volume":"39","author":"CC Reyes-Aldasoro","year":"2006","unstructured":"Reyes-Aldasoro, C.C., Bhalerao, A.: The Bhattacharyya space for feature selection and its application to texture segmentation. Pattern Recogn. 39(5), 812\u2013826 (2006)","journal-title":"Pattern Recogn."},{"issue":"2","key":"41_CR22","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1016\/j.eswa.2012.07.071","volume":"40","author":"F Segovia","year":"2013","unstructured":"Segovia, F., G\u00f3rriz, J., Ram\u00edrez, J., Salas-Gonzalez, D., \u00c1lvarez, I.: Early diagnosis of Alzheimers disease based on partial least squares and support vector machine. Expert Syst. Appl. 40(2), 677\u2013683 (2013)","journal-title":"Expert Syst. Appl."},{"key":"41_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"654","DOI":"10.1007\/978-3-540-30136-3_80","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2004","author":"J Stoeckel","year":"2004","unstructured":"Stoeckel, J., Ayache, N., Malandain, G., Koulibaly, P.M., Ebmeier, K.P., Darcourt, J.: Automatic classification of SPECT images of Alzheimer\u2019s disease patients and control subjects. In: Barillot, C., Haynor, D.R., Hellier, P. (eds.) MICCAI 2004. LNCS, vol. 3217, pp. 654\u2013662. Springer, Heidelberg (2004). doi:\n                    10.1007\/978-3-540-30136-3_80"},{"key":"41_CR24","volume-title":"Introduction to Pattern Recognition: A Matlab Approach","author":"S Theodoridis","year":"2010","unstructured":"Theodoridis, S., Pikrakis, A., Koutroumbas, K., Cavouras, D.: Introduction to Pattern Recognition: A Matlab Approach. Academic Press, Cambridge (2010)"},{"issue":"8","key":"41_CR25","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1097\/MNM.0b013e328347cd09","volume":"32","author":"DJ Towey","year":"2011","unstructured":"Towey, D.J., Bain, P.G., Nijran, K.S.: Automatic classification of 123I-FP-CIT (DaTSCAN) SPECT images. Nucl. Med. Commun. 32(8), 699\u2013707 (2011)","journal-title":"Nucl. Med. Commun."},{"issue":"1","key":"41_CR26","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"},{"key":"41_CR27","volume-title":"Statistical Learning Theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley, New York (1998)"},{"issue":"1","key":"41_CR28","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/s11682-011-9142-3","volume":"6","author":"J Zhang","year":"2012","unstructured":"Zhang, J., Yu, C., Jiang, G., Liu, W., Tong, L.: 3D texture analysis on MRI images of Alzheimers disease. Brain Imaging Behav. 6(1), 61 (2012)","journal-title":"Brain Imaging Behav."}],"container-title":["Communications in Computer and Information Science","Medical Image Understanding and Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60964-5_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T23:43:37Z","timestamp":1558395817000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-60964-5_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319609638","9783319609645"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60964-5_41","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"22 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIUA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Annual Conference on Medical Image Understanding and Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Edinburgh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","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":"11 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miua2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/miua2017.wordpress.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}