{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T22:10:07Z","timestamp":1747174207187,"version":"3.40.5"},"reference-count":22,"publisher":"Institute of Electronics, Information and Communications Engineers (IEICE)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEICE Trans. Inf. &amp; Syst."],"published-print":{"date-parts":[[2014]]},"DOI":"10.1587\/transinf.2014edp7180","type":"journal-article","created":{"date-parts":[[2014,11,30]],"date-time":"2014-11-30T23:30:16Z","timestamp":1417390216000},"page":"3210-3221","source":"Crossref","is-referenced-by-count":1,"title":["Sparse and Low-Rank Matrix Decomposition for Local Morphological Analysis to Diagnose Cirrhosis"],"prefix":"10.1587","volume":"E97.D","author":[{"given":"Junping","family":"DENG","sequence":"first","affiliation":[{"name":"College of Information Science and Engineering, Ritsumeikan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xian-Hua","family":"HAN","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Ritsumeikan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yen-Wei","family":"CHEN","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Ritsumeikan University"},{"name":"Department of Radiology, Graduate School of Medicine, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gang","family":"XU","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Ritsumeikan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yoshinobu","family":"SATO","sequence":"additional","affiliation":[{"name":"Graduate School of Information Science, Nara Institute of Science and Technology (NAIST)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masatoshi","family":"HORI","sequence":"additional","affiliation":[{"name":"Department of Radiology, Graduate School of Medicine, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noriyuki","family":"TOMIYAMA","sequence":"additional","affiliation":[{"name":"Department of Radiology, Graduate School of Medicine, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"532","reference":[{"key":"1","doi-asserted-by":"crossref","unstructured":"[1] N.H. Afdhal and D. Nunes, \u201cEvaluation of liver fibrosis: A concise review,\u201d American Journal of Gastroenterology, vol.99, no.6, pp.1160-1174, 2004.","DOI":"10.1111\/j.1572-0241.2004.30110.x"},{"key":"2","doi-asserted-by":"crossref","unstructured":"[2] E. Ogawa, M. Fukushiina, K. Kubota, and N. Hisa, \u201cComputer-aided diagnostic system for diffuse liver diseases with ultrasonographyby neural networks,\u201d IEEE Trans. Nucl. Sci., vol.45, no.6, pp.3069-3074, 1998.","DOI":"10.1109\/23.737666"},{"key":"3","doi-asserted-by":"crossref","unstructured":"[3] C.C. Lee, S.H. Chen, H.M. Tsai, and P.C. Chung, \u201cDiscrimination of liver diseases from CT images based on Gabor filters,\u201d 19th IEEE International Symposium on Computer-Based Medical Systems, pp.203-206, 2006.","DOI":"10.1109\/CBMS.2006.77"},{"key":"4","doi-asserted-by":"crossref","unstructured":"[4] X. Zhang, H. Fujita, M. Kanematsu, X. Zhou, T. Hara, H. Kato, R. Yokoyama, and H. Hoshi, \u201cImproving the classification of cirrhotic liver by using texture features,\u201d Proc. 27th Annual International Conference of the Engineering in Medicine and Biology Society (IEEE-EMBS 05), pp.867-870, Sept. 2005.","DOI":"10.1109\/IEMBS.2005.1616553"},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] H. Kato, M. Kanematsu, X. Zhang, M. Saio, H. Kondo, S. Goshima, and H. Fujita, \u201cComputer-aided diagnosis of hepatic fibrosis: Preliminary evaluation of mri texture analysis using the finite difference method and an artificial neural network,\u201d American Journal of Roentgenology, vol.189, no.1, pp.117-122, 2007.","DOI":"10.2214\/AJR.07.2070"},{"key":"6","doi-asserted-by":"crossref","unstructured":"[6] O. Kayaalt, B.H. Aksebzeci, M.H. Asyal, O.I. Karahan, K. Deniz, and M. Ozturk, \u201cTexture analysis of liver cirrhosis,\u201d Proc. 15th National Biomedical Engineering Meeting (BIYOMUT 10), pp.1-4, April 2010.","DOI":"10.1109\/BIYOMUT.2010.5479742"},{"key":"7","doi-asserted-by":"crossref","unstructured":"[7] P.P. Anthony, K.G. Ishak, N.C. Nayak, H.E. Poulsen, P.J. Scheuer, and L.H. Sobin, \u201cThe morphology of cirrhosis. Recommendations on definition, nomenclature, and classification by a working group sponsored by the World Health Organization[J],\u201d Journal of clinical pathology, vol.31, no.5, pp.395-414, 1978.","DOI":"10.1136\/jcp.31.5.395"},{"key":"8","doi-asserted-by":"crossref","unstructured":"[8] Y.W. Chen, J. Luo, C.H. Dong, X.H. Han, T. Tateyama, A. Furukawa, and S. Kanasaki, \u201cComputer-aided diagnosis and quantification of cirrhotic livers based on morphological analysis and machine learning,\u201d Computational and mathematical methods in medicine, 2013, 2013.","DOI":"10.1155\/2013\/264809"},{"key":"9","doi-asserted-by":"crossref","unstructured":"[9] J.F. Cai, E.J. Canddes, and Z. Shen, \u201cA singular value thresholding algorithm for matrix completion,\u201d SIAM Journal on Optimization, vol.20, no.4, pp.1956-1982, 2010.","DOI":"10.1137\/080738970"},{"key":"10","doi-asserted-by":"crossref","unstructured":"[10] Y. Amit, M. Fink, N. Srebro, and S. Ullman, \u201cUncovering shared structures in multiclass classification,\u201d Proc. Twenty-fourth International Conference on Machine Learning, pp.17-24, 2007.","DOI":"10.1145\/1273496.1273499"},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] A. Argyriou, T. Evgeniou, and M. Pontil, \u201cMulti-task feature learning,\u201d Neural Information Processing Systems, pp.41-48, 2007.","DOI":"10.2139\/ssrn.1031158"},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] M. Mesbahi and G.P. Papavassilopoulos, \u201cOn the rank minimization problem over a positive semidefinitelinear matrix inequality,\u201d IEEE Trans. Automatic Control, vol.42, no.2, pp.239-243, 1997.","DOI":"10.1109\/9.554402"},{"key":"13","doi-asserted-by":"crossref","unstructured":"[13] C. Tomasi and T. Kanade, \u201cShape and motion from image streams under orthography: A factorizationmethod,\u201d International Journal of Computer Vision, vol.9, no.2, pp.137-154, 1992.","DOI":"10.1007\/BF00129684"},{"key":"14","doi-asserted-by":"crossref","unstructured":"[14] W.E. Lorensen and H.E. Cline, \u201cMarching cubes: A high resolution 3D surface construction algorithm,\u201d Computer Graphics, vol.21, no.4, pp.163-169, 1987, Proc. 14th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH 1987).","DOI":"10.1145\/37402.37422"},{"key":"15","doi-asserted-by":"crossref","unstructured":"[15] P.J. Besl and N.D. McKay, \u201cMethod for registration of 3-D shapes,\u201d IEEE Trans. Pattern Anal. Mach. Intell., vol.14, no.2, pp.239-256, 1992.","DOI":"10.1109\/34.121791"},{"key":"16","unstructured":"[16] J. Wright, A. Ganesh, S. Rao, Y.G. Peng, and Y. Ma, \u201cRobust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization,\u201d Advances in neural information processing systems, pp.2080-2088, 2009."},{"key":"17","doi-asserted-by":"crossref","unstructured":"[17] Z. Shen, K.C. Toh, and S. Yun, \u201cAn accelerated proximal gradient algorithm for frame-based image restoration via the balanced approach,\u201d SIAM Journal on Imaging Sciences, vol.4, no.2, pp.573-596, 2011.","DOI":"10.1137\/090779437"},{"key":"18","unstructured":"[18] J. Nocedal and S.J. Wright, Penalty and Augmented Lagrangian Methods[M], Springer, New York, 2006."},{"key":"19","unstructured":"[19] X. Yuan and J. Yang, \u201cSparse and low-rank matrix decomposition via alternating direction methods,\u201d available on Optimization Online, 2009."},{"key":"20","unstructured":"[20] Z. Lin, M. Chen, L. Wu, and Y. Ma, \u201cThe augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices,\u201d UIUC Technical Report UILU-ENG-09-2215, 2009."},{"key":"21","doi-asserted-by":"crossref","unstructured":"[21] E.J. Candes, X. Li, Y. Ma, and J. Wright, \u201cRobust principal component analysis?,\u201d Journal of the ACM (JACM), vol.58, no.3, p.11, 2011.","DOI":"10.1145\/1970392.1970395"},{"key":"22","doi-asserted-by":"crossref","unstructured":"[22] C.E. Metz and X. Pan, \u201c\u201cProper\u201d binormal ROC curves: Theory and maximum-likelihood estimation,\u201d Journal of mathematical psychology, vol.43, no.1, pp.1-33, 1999.","DOI":"10.1006\/jmps.1998.1218"}],"container-title":["IEICE Transactions on Information and Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transinf\/E97.D\/12\/E97.D_2014EDP7180\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T21:51:46Z","timestamp":1747173106000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transinf\/E97.D\/12\/E97.D_2014EDP7180\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"references-count":22,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2014]]}},"URL":"https:\/\/doi.org\/10.1587\/transinf.2014edp7180","relation":{},"ISSN":["0916-8532","1745-1361"],"issn-type":[{"type":"print","value":"0916-8532"},{"type":"electronic","value":"1745-1361"}],"subject":[],"published":{"date-parts":[[2014]]}}}