{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:32:28Z","timestamp":1756636348234,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319245522"},{"type":"electronic","value":"9783319245539"}],"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\/978-3-319-24553-9_64","type":"book-chapter","created":{"date-parts":[[2015,9,24]],"date-time":"2015-09-24T06:01:29Z","timestamp":1443074489000},"page":"523-530","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning"],"prefix":"10.1007","author":[{"given":"Liang","family":"Chen","sequence":"first","affiliation":[]},{"given":"Tong","family":"Tong","sequence":"additional","affiliation":[]},{"given":"Chin Pang","family":"Ho","sequence":"additional","affiliation":[]},{"given":"Rajiv","family":"Patel","sequence":"additional","affiliation":[]},{"given":"David","family":"Cohen","sequence":"additional","affiliation":[]},{"given":"Angela C.","family":"Dawson","sequence":"additional","affiliation":[]},{"given":"Omid","family":"Halse","sequence":"additional","affiliation":[]},{"given":"Olivia","family":"Geraghty","sequence":"additional","affiliation":[]},{"given":"Paul E. M.","family":"Rinne","sequence":"additional","affiliation":[]},{"given":"Christopher J.","family":"White","sequence":"additional","affiliation":[]},{"given":"Tagore","family":"Nakornchai","sequence":"additional","affiliation":[]},{"given":"Paul","family":"Bentley","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Rueckert","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,11,18]]},"reference":[{"key":"64_CR1","unstructured":"Akbas, E., Ghanem, B., Ahuja, N.: MIS-Boost: Multiple instance selection boosting. arXiv preprint:1109.2388 (2011)"},{"issue":"1\u20133","key":"64_CR2","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1007\/BF01580735","volume":"40","author":"R.H. Byrd","year":"1988","unstructured":"Byrd, R.H., Schnabel, R.B., Shultz, G.A.: Approximate solution of the trust region problem by minimization over two-dimensional subspaces. Mathematical Programming\u00a040(1\u20133), 247\u2013263 (1988)","journal-title":"Mathematical Programming"},{"key":"64_CR3","doi-asserted-by":"crossref","unstructured":"Chawla, M., Sharma, S., Sivaswamy, J., Kishore, L.: A method for automatic detection and classification of stroke from brain CT images. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 3581\u20133584. IEEE (2009)","DOI":"10.1109\/IEMBS.2009.5335289"},{"key":"64_CR4","doi-asserted-by":"publisher","first-page":"3105","DOI":"10.1161\/STROKEAHA.110.594853","volume":"42","author":"M.M.A. Conijn","year":"2011","unstructured":"Conijn, M.M.A., Kloppenborg, R.P., Algra, A., Mali, W.P.T.M., Kappelle, L.J., Vincken, K.L., Van Der Graaf, Y., Geerlings, M.I.: Cerebral small vessel disease and risk of death, ischemic stroke, and cardiac complications in patients with atherosclerotic disease: The second manifestations of arterial disease-magnetic resonance (SMART-MR) study. Stroke\u00a042, 3105\u20133109 (2011)","journal-title":"Stroke"},{"key":"64_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1007\/978-3-319-10470-6_96","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2014","author":"A.V. Dalca","year":"2014","unstructured":"Dalca, A.V., et al.: Segmentation of cerebrovascular pathologies in stroke patients with spatial and shape priors. In: Golland, P., Hata, N., Barillot, C., Hornegger, J., Howe, R. (eds.) MICCAI 2014, Part II. LNCS, vol.\u00a08674, pp. 773\u2013780. Springer, Heidelberg (2014)"},{"key":"64_CR6","doi-asserted-by":"publisher","first-page":"1612","DOI":"10.1016\/S0140-6736(08)60694-7","volume":"371","author":"G. Donnan","year":"2008","unstructured":"Donnan, G., Fisher, M., Macleod, M., Davis, S.M.: Stroke. The Lancet\u00a0371, 1612\u20131623 (2008)","journal-title":"The Lancet"},{"key":"64_CR7","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/j.pbb.2007.04.015","volume":"87","author":"A. Durukan","year":"2007","unstructured":"Durukan, A., Tatlisumak, T.: Acute ischemic stroke: Overview of major experimental rodent models, pathophysiology, and therapy of focal cerebral ischemia. Pharmacology Biochemistry and Behavior\u00a087, 179\u2013197 (2007)","journal-title":"Pharmacology Biochemistry and Behavior"},{"issue":"3","key":"64_CR8","first-page":"421","volume":"8","author":"F. Fazekas","year":"1987","unstructured":"Fazekas, F., Chawluk, J.B., Alavi, A., Hurtig, H.I., Zimmerman, R.A.: MR signal abnormalities at 1.5 T in Alzheimer\u2019s dementia and normal aging. American Journal of Neuroradiology\u00a08(3), 421\u2013426 (1987)","journal-title":"American Journal of Neuroradiology"},{"key":"64_CR9","doi-asserted-by":"publisher","first-page":"540","DOI":"10.1016\/j.nicl.2014.03.009","volume":"4","author":"C.R. Gillebert","year":"2014","unstructured":"Gillebert, C.R., Humphreys, G.W., Mantini, D.: Automated delineation of stroke lesions using brain CT images. NeuroImage: Clinical\u00a04, 540\u2013548 (2014)","journal-title":"NeuroImage: Clinical"},{"issue":"8","key":"64_CR10","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T.K. Ho","year":"1998","unstructured":"Ho, T.K.: The random subspace method for constructing decision forests. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a020(8), 832\u2013844 (1998)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"64_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1007\/978-3-642-15567-3_3","volume-title":"Computer Vision \u2013 ECCV 2010","author":"C. Leistner","year":"2010","unstructured":"Leistner, C., Saffari, A., Bischof, H.: MIForests: Multiple-instance learning with randomized trees. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol.\u00a06316, pp. 29\u201342. Springer, Heidelberg (2010)"},{"issue":"7","key":"64_CR12","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1016\/S1474-4422(10)70104-6","volume":"9","author":"L. Pantoni","year":"2010","unstructured":"Pantoni, L.: Cerebral small vessel disease: from pathogenesis and clinical characteristics to therapeutic challenges. The Lancet Neurology\u00a09(7), 689\u2013701 (2010)","journal-title":"The Lancet Neurology"},{"issue":"2","key":"64_CR13","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1016\/j.neulet.2010.01.056","volume":"472","author":"J. Ram\u00edrez","year":"2010","unstructured":"Ram\u00edrez, J., G\u00f3rriz, J., Segovia, F., Chaves, R., Salas-Gonzalez, D., L\u00f3pez, M., \u00c1lvarez, I., Padilla, P.: Computer aided diagnosis system for the Alzheimer\u2019s disease based on partial least squares and random forest SPECT image classification. Neuroscience Letters\u00a0472(2), 99\u2013103 (2010)","journal-title":"Neuroscience Letters"},{"key":"64_CR14","doi-asserted-by":"publisher","first-page":"957","DOI":"10.1016\/j.neuroimage.2012.03.020","volume":"61","author":"C. Rorden","year":"2012","unstructured":"Rorden, C., Bonilha, L., Fridriksson, J., Bender, B., Karnath, H.O.: Age-specific CT and MRI templates for spatial normalization. NeuroImage\u00a061, 957\u2013965 (2012)","journal-title":"NeuroImage"},{"issue":"8","key":"64_CR15","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1109\/42.796284","volume":"18","author":"D. Rueckert","year":"1999","unstructured":"Rueckert, D., Sonoda, L.I., Hayes, C., Hill, D.L., Leach, M.O., Hawkes, D.J.: Nonrigid registration using free-form deformations: application to breast MR images. IEEE Transactions on Medical Imaging\u00a018(8), 712\u2013721 (1999)","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"1","key":"64_CR16","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.bbadis.2009.09.003","volume":"1802","author":"N.R. Sims","year":"2010","unstructured":"Sims, N.R., Muyderman, H.: Mitochondria, oxidative metabolism and cell death in stroke. Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease\u00a01802(1), 80\u201391 (2010)","journal-title":"Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease"},{"issue":"1","key":"64_CR17","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/j.acra.2009.07.011","volume":"17","author":"N. Takahashi","year":"2010","unstructured":"Takahashi, N., Tsai, D.Y., Lee, Y., Kinoshita, T., Ishii, K.: Z-score mapping method for extracting hypoattenuation areas of hyperacute stroke in unenhanced CT. Academic Radiology\u00a017(1), 84\u201392 (2010)","journal-title":"Academic Radiology"},{"key":"64_CR18","doi-asserted-by":"publisher","first-page":"2364","DOI":"10.1016\/S0140-6736(12)60738-7","volume":"379","author":"J.M. Wardlaw","year":"2012","unstructured":"Wardlaw, J.M., Murray, V., Berge, E., Del Zoppo, G., Sandercock, P., Lindley, R.L., Cohen, G.: Recombinant tissue plasminogen activator for acute ischaemic stroke: An updated systematic review and meta-analysis. The Lancet\u00a0379, 2364\u20132372 (2012)","journal-title":"The Lancet"},{"key":"64_CR19","doi-asserted-by":"crossref","unstructured":"Wintermark, M., Albers, G.W., Alexandrov, A.V., Alger, J.R., Bammer, R., Baron, J.C., Davis, S., Demaerschalk, B.M., Derdeyn, C.P., Donnan, G.A., et al.: Acute stroke imaging research roadmap. American Journal of Neuroradiology 29(5), e23\u2013e30 (2008)","DOI":"10.1161\/STROKEAHA.107.512319"},{"key":"64_CR20","unstructured":"Zhang, Q., Goldman, S.: EM-DD: An improved multiple-instance learning technique. In: Advances in Neural Information Processing Systems, pp. 1073\u20131080 (2001)"},{"key":"64_CR21","unstructured":"Zhou, Z.H.: Multi-instance learning: a survey. Tech. rep., National Laboratory for Novel Software Technology, Nanjing (2004)"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-24553-9_64","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,6]],"date-time":"2020-10-06T00:14:21Z","timestamp":1601943261000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-24553-9_64"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319245522","9783319245539"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-24553-9_64","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"}]}}