{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T11:03:53Z","timestamp":1769339033100,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540794899","type":"print"},{"value":"9783540794905","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-79490-5_43","type":"book-chapter","created":{"date-parts":[[2008,6,10]],"date-time":"2008-06-10T07:32:47Z","timestamp":1213083167000},"page":"367-376","source":"Crossref","is-referenced-by-count":6,"title":["CAD on Liver Using CT and MRI"],"prefix":"10.1007","author":[{"given":"Xuejun","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroshi","family":"Fujita","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tuanfa","family":"Qin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinchuang","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masayuki","family":"Kanematsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Takeshi","family":"Hara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangrong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryujiro","family":"Yokoyama","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroshi","family":"Kondo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroaki","family":"Hoshi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"43_CR1","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1056\/NEJM199903113401001","volume":"340","author":"H. El-Serag","year":"1999","unstructured":"El-Serag, H., Mason, A.: Rising incidence of hepatocellular carcinoma in the United States. N. Engl. J. Med.\u00a0340, 745\u2013750 (1999)","journal-title":"N. Engl. J. Med."},{"key":"43_CR2","doi-asserted-by":"crossref","unstructured":"Zhang, X., Tajima, T., Kitagawa, T., Kanematsu, M., Zhou, X., Hara, T., Fujita, H., Yokoyama, R., Kondo, H., Hoshi, H.: Segmentation of liver region with tumorous tissues. In: Proc. of SPIE Medical Imaging 2007: Image Processing, vol.\u00a06512, pp. 651235-1-651235-9 (2007)","DOI":"10.1117\/12.709272"},{"key":"43_CR3","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1098\/rspb.1980.0020","volume":"B207","author":"D. Marr","year":"1980","unstructured":"Marr, D., Hildreth, E.: Theory of edge detection. Proc. Royal Society of London\u00a0B207, 187\u2013217 (1980)","journal-title":"Proc. Royal Society of London"},{"key":"43_CR4","first-page":"1","volume":"7","author":"T. Hitosugi","year":"2003","unstructured":"Hitosugi, T., Shimizu, A., Tamura, M., Kobatake, H.: Development of a liver extraction method using a level set method and its performance evaluation. Journal of Computer Aided Diagnosis of Medical Images\u00a07, 1\u20139 (2003) (in Japanese)","journal-title":"Journal of Computer Aided Diagnosis of Medical Images"},{"key":"43_CR5","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1148\/radiology.201.2.8888223","volume":"201","author":"L. Gao","year":"1996","unstructured":"Gao, L., Heath, D., Kuszyk, B., Fishman, E.: Automatic liver segmentation technique for three-dimensional visualization of CT data. Radiology\u00a0201, 359\u2013364 (1996)","journal-title":"Radiology"},{"key":"43_CR6","first-page":"2150","volume":"J84-D-II","author":"J. Masumoto","year":"2001","unstructured":"Masumoto, J., Hori, M., Sato, Y.: Automated liver segmentation using multislice CT images. IEICE\u00a0J84-D-II, 2150\u20132161 (2001) (in Japanese)","journal-title":"IEICE"},{"key":"43_CR7","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1118\/1.597064","volume":"20","author":"K. Bae","year":"1993","unstructured":"Bae, K., Giger, M., Chen, C.: Automatic segmentation of liver structure in CT images. Med. Phys.\u00a020, 71\u201378 (1993)","journal-title":"Med. Phys."},{"key":"43_CR8","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1109\/TMI.2003.809139","volume":"22","author":"H. Park","year":"2003","unstructured":"Park, H., Bland, P.H., Meyer, C.R.: Construction of an abdominal probabilistic atlas and its application in segmentation. IEEE Trans. on Med. Imaging\u00a022, 483\u2013492 (2003)","journal-title":"IEEE Trans. on Med. Imaging"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Tajima, T., Zhang, X., Kitagawa, T., Kanematsu, M., Zhou, X., Hara, T., Fujita, H., Yokoyama, R., Kondo, H., Hoshi, H.: Computer-aided detection (CAD) of hepatocellular carcinoma on multiphase CT images. In: Proc. of SPIE Medical Imaging 2007: Computer-Aided Diagnosis, vol.\u00a06514, pp. 65142Q-1-65 142Q-10 (2007)","DOI":"10.1117\/12.709174"},{"key":"43_CR10","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1148\/radiology.177.3.2244001","volume":"177","author":"N. Asada","year":"1990","unstructured":"Asada, N., Doi, K., MacMahon, H., Montner, S.M., Giger, M.L., Abe, C., Wu, Y.: Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung disease: pilot study. Radiology\u00a0177, 857\u2013860 (1990)","journal-title":"Radiology"},{"key":"43_CR11","first-page":"272","volume":"33","author":"H. Fujita","year":"1992","unstructured":"Fujita, H., Katafuchi, T., Uehara, T., Nishimura, T.: Application of artificial neural network to computer-aided diagnosis of coronary artery disease in myocardial SPECT bull\u2019s-eye images. J. Nucl. Med.\u00a033, 272\u2013276 (1992)","journal-title":"J. Nucl. Med."},{"key":"43_CR12","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1118\/1.597891","volume":"23","author":"W. Zhang","year":"1996","unstructured":"Zhang, W., Doi, K., Giger, M.L., Nishikawa, R.M., Schmidt, R.A.: An improved shift-invariant artificial neural network for computerized detection of clustered microcalcifications in digital mammograms. Med. Phys.\u00a023, 595\u2013601 (1996)","journal-title":"Med. Phys."},{"key":"43_CR13","first-page":"639","volume":"15","author":"K. Seki","year":"1997","unstructured":"Seki, K., Fujita, H., Hirako, K., Hara, T., Ando, T.: Detection of microcalcifications on mammograms using neural networks. Med. Imag. Tech.\u00a015, 639\u2013651 (1997) (in Japanese)","journal-title":"Med. Imag. Tech."},{"key":"43_CR14","doi-asserted-by":"crossref","unstructured":"Zhang, X., Kanematsu, M., Fujita, H., Hara, T., Hoshi, H.: Computerized classification of liver disease in MRI using artificial neural network. In: Proc. of SPIE-Medical Imaging 2001: Image Processing, vol.\u00a04322, pp. 1735\u20131742 (2001)","DOI":"10.1117\/12.431062"},{"key":"43_CR15","first-page":"749","volume":"255","author":"N. Kako","year":"2002","unstructured":"Kako, N., Zhang, X., Kanematsu, M., Fujita, H., Hara, T., Li, W.: Study of computer-aided diagnosis on MR imaging. Radiology\u00a0255, 749 (2002) (abstract)","journal-title":"Radiology"},{"key":"43_CR16","first-page":"646","volume":"255","author":"N. Kako","year":"2002","unstructured":"Kako, N., Zhang, X., Li, W., Kanematsu, M., Fujita, H., Hara, T.: Artificial neural network method for differentiation of focal liver disease in MR imaging. Radiology\u00a0255, 646 (2002) (abstract)","journal-title":"Radiology"},{"key":"43_CR17","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1007\/s002610000013","volume":"25","author":"K. Ito","year":"2000","unstructured":"Ito, K., Mitchell, D.G.: Hepatic morphologic changes in cirrhosis: MR imaging findings. Abdom. Imag.\u00a025, 456\u2013461 (2000)","journal-title":"Abdom. Imag."},{"key":"43_CR18","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1148\/radiology.135.2.7367613","volume":"135","author":"W.P. Harbin","year":"1980","unstructured":"Harbin, W.P., Robert, N.J., Ferrucci, J.T.: Diagnosis of cirrhosis based on regional changes in hepatic morphology: A radiological and pathological analysis. Radiology\u00a0135, 273\u2013283 (1980)","journal-title":"Radiology"},{"key":"43_CR19","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1097\/00004728-198601000-00009","volume":"11","author":"W.E. Torres","year":"1986","unstructured":"Torres, W.E., Whitmire, L.F., Gedgaudas, M.K.: Computed tomography of hepatic morphologic changes in cirrhosis of the liver. J. Comput. Assist. Tomogr.\u00a011, 47\u201350 (1986)","journal-title":"J. Comput. Assist. Tomogr."},{"key":"43_CR20","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1148\/radiology.169.3.3187015","volume":"169","author":"C.R. McNeal","year":"1988","unstructured":"McNeal, C.R., Maynard, W.H., Branch, R.A., Powers, T.A., Arns, P.A., Gunter, K., Fitzpatrick, J.M., Partain, C.L.: Liver volume measurements and three-dimensional display from MR images. Radiology\u00a0169, 851\u2013864 (1988)","journal-title":"Radiology"},{"issue":"8","key":"43_CR21","first-page":"2138","volume":"E87-D","author":"X. Zhang","year":"2004","unstructured":"Zhang, X., Li, W., Fujita, H., Kanematsu, M., Hara, T., Zhou, X., Kondo, H., Hoshi, H.: Automatic segmentation of hepatic tissue and 3D volume analysis of cirrhosis in multi-detector row CT scans and MR imaging. IEICE Trans. Inf. & Syst.\u00a0E87-D(8), 2138\u20132147 (2004)","journal-title":"IEICE Trans. Inf. & Syst."},{"key":"43_CR22","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"SMC-3","author":"R.M. Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.: Texture features for image classification. IEEE Trans. Syst., Man,Cybern.\u00a0SMC-3, 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst., Man,Cybern."},{"key":"43_CR23","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., McClellend, J.L.: Learning representations by back-propagating errors. Nature\u00a0323, 533\u2013536 (1986)","journal-title":"Nature"},{"key":"43_CR24","doi-asserted-by":"crossref","first-page":"117","DOI":"10.2214\/AJR.07.2070","volume":"189","author":"H. Kato","year":"2007","unstructured":"Kato, H., Kanematsu, M., Zhang, X., Saio, M., Kondo, H., Goshima, S., Fujita, H.: Computer-aided diagnosis of hepatic fibrosis: Preliminary evaluation of MRI texture analysis using the finite difference method and an artificial neural network. American Roentgen Ray Society\u00a0189, 117\u2013122 (2007)","journal-title":"American Roentgen Ray Society"},{"key":"43_CR25","doi-asserted-by":"crossref","unstructured":"Zhang, X., Fujita, H., Kanematsu, M., Zhou, X., Hara, T., Kato, H., Yokoyama, R., Hoshi, H.: Improving the classification of cirrhotic liver by using texture features. In: Proc. of the 2005 IEEE-EMBS (Engineering in Medicine and Biology), pp. 867\u2013870 (2005)","DOI":"10.1109\/IEMBS.2005.1616553"},{"key":"43_CR26","doi-asserted-by":"publisher","first-page":"567","DOI":"10.1109\/34.24792","volume":"11","author":"F.L. Bookstein","year":"1989","unstructured":"Bookstein, F.L.: Principal warps: Thin-plate splines and the decomposition of deformations. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a011, 567\u2013585 (1989)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"43_CR27","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/S1361-8415(01)80004-9","volume":"1","author":"W. Wells","year":"1996","unstructured":"Wells, W., Viola, P.I., Atsumi, H., Nakajima, S., Kikinis, R.: Multi-modal volume registration by maximization of mutual information. Med. Image Anal.\u00a01, 35\u201335 (1996)","journal-title":"Med. Image Anal."},{"key":"43_CR28","doi-asserted-by":"publisher","first-page":"769","DOI":"10.1148\/radiol.2243011495","volume":"224","author":"H. Awaya","year":"2002","unstructured":"Awaya, H., Mitchell, D., Kamishima, T.: Cirrhosis: Modified caudate-right lobe ratio. Radiology\u00a0224, 769\u2013774 (2002)","journal-title":"Radiology"},{"key":"43_CR29","first-page":"825","volume":"26","author":"Y. Wang","year":"1999","unstructured":"Wang, Y., Itoh, K., Taniguchi, N., Toei, H., Kawai, F., Nakamura, M., Omoto, K., Yokota, K., Ono, T.: Studies on tissue characterization by texture analysis with co-occurrence matrix method using ultrasonography and CT imaging. J. Med. Ultrasonics\u00a026, 825\u2013837 (1999)","journal-title":"J. Med. Ultrasonics"}],"container-title":["Lecture Notes in Computer Science","Medical Imaging and Informatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-79490-5_43.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T17:16:33Z","timestamp":1738257393000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-79490-5_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540794899","9783540794905"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-79490-5_43","relation":{},"subject":[]}}