{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T07:33:37Z","timestamp":1767598417983,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319661780"},{"type":"electronic","value":"9783319661797"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-66179-7_49","type":"book-chapter","created":{"date-parts":[[2017,9,3]],"date-time":"2017-09-03T19:24:46Z","timestamp":1504466686000},"page":"426-434","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Joint Detection and Diagnosis of Prostate Cancer in Multi-parametric MRI Based on Multimodal Convolutional Neural Networks"],"prefix":"10.1007","author":[{"given":"Xin","family":"Yang","sequence":"first","affiliation":[]},{"given":"Zhiwei","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Chaoyue","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Hung Minh","family":"Le","sequence":"additional","affiliation":[]},{"given":"Jingyu","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Kwang-Ting","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Liang","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,9,4]]},"reference":[{"issue":"9","key":"49_CR1","first-page":"2444","volume":"19","author":"Y Artan","year":"2010","unstructured":"Artan, Y., Haider, M.A., Langer, D.L., van der Kwast, T.H., Evans, A.J., Yang, Y., Wernick, M.N., Trachtenberg, J., Yetik, I.S.: Prostate cancer localization with multispectral MRI using cost-sensitive support vector machines and conditional random fields. TIP 19(9), 2444\u20132455 (2010)","journal-title":"TIP"},{"issue":"46","key":"49_CR2","doi-asserted-by":"publisher","first-page":"E6265","DOI":"10.1073\/pnas.1505935112","volume":"112","author":"D Fehr","year":"2015","unstructured":"Fehr, D., Veeraraghavan, H., Wibmer, A., Gondo, T., Matsumoto, K., Vargas, H.A., Sala, E., Hricak, H., Deasy, J.O.: Automatic classification of prostate cancer gleason scores from multiparametric magnetic resonance images. Proc. NAS 112(46), E6265\u2013E6273 (2015)","journal-title":"Proc. NAS"},{"key":"49_CR3","doi-asserted-by":"crossref","unstructured":"Lemaitre, G.: Computer-Aided Diagnosis for Prostate Cancer using Multi-Parametric Magnetic Resonance Imaging. Ph.D. thesis, Universite de Bourgogne; Universitat de Girona (2016)","DOI":"10.1109\/EMBC.2017.8037522"},{"issue":"5","key":"49_CR4","first-page":"1083","volume":"33","author":"G Litjens","year":"2014","unstructured":"Litjens, G., Debats, O., Barentsz, J., Karssemeijer, N., Huisman, H.: Computer-aided detection of prostate cancer in MRI. TMI 33(5), 1083\u20131092 (2014)","journal-title":"TMI"},{"issue":"3","key":"49_CR5","first-page":"979","volume":"23","author":"E Niaf","year":"2014","unstructured":"Niaf, E., Flamary, R., Rouviere, O., Lartizien, C., Canu, S.: Kernel-based learning from both qualitative and quantitative labels: application to prostate cancer diagnosis based on multiparametric MR imaging. TIP 23(3), 979\u2013991 (2014)","journal-title":"TIP"},{"issue":"285\u2013296","key":"49_CR6","first-page":"23","volume":"11","author":"N Otsu","year":"1975","unstructured":"Otsu, N.: A threshold selection method from gray-level histograms. Automatica 11(285\u2013296), 23\u201327 (1975)","journal-title":"Automatica"},{"issue":"3","key":"49_CR7","doi-asserted-by":"publisher","first-page":"787","DOI":"10.1148\/radiol.13121454","volume":"267","author":"Y Peng","year":"2013","unstructured":"Peng, Y., Jiang, Y., Yang, C., Brown, J.B., Antic, T., Sethi, I., Schmid-Tannwald, C., Giger, M.L., Eggener, S.E., Oto, A.: Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with gleason scorea computer-aided diagnosis development study. Radiology 267(3), 787\u2013796 (2013)","journal-title":"Radiology"},{"key":"49_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1007\/978-3-319-24574-4_28","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2014 MICCAI 2015","author":"O Ronneberger","year":"2015","unstructured":"Ronneberger, O., Fischer, P., Brox, T.: U-Net: convolutional networks for biomedical image segmentation. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9351, pp. 234\u2013241. Springer, Cham (2015). doi:10.1007\/978-3-319-24574-4_28"},{"key":"49_CR9","doi-asserted-by":"crossref","unstructured":"Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions. In: Proceeding of CVPR, pp. 1\u20139 (2015)","DOI":"10.1109\/CVPR.2015.7298594"},{"issue":"2","key":"49_CR10","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1016\/j.media.2012.10.004","volume":"17","author":"P Tiwari","year":"2013","unstructured":"Tiwari, P., Kurhanewicz, J., Madabhushi, A.: Multi-kernel graph embedding for detection, gleason grading of prostate cancer via MRI\/MRS. Med. Image Anal. 17(2), 219\u2013235 (2013)","journal-title":"Med. Image Anal."},{"key":"49_CR11","first-page":"1","volume":"2014","author":"Shijun Wang","year":"2014","unstructured":"Wang, S., Burtt, K., Turkbey, B., Choyke, P., Summers, R.M.: Computer aided-diagnosis of prostate cancer on multiparametric MRI: a technical review of current research. In: BioMed Research International 2014 (2014)","journal-title":"BioMed Research International"},{"key":"49_CR12","unstructured":"Xinran, Z., HungLe, M., Holden, W., Michael, K., Steven, R., William, H., Xin, Y., Kyunghyun, S.: Fine-tuned deep convolutional neural network for automatic detection of clinically significant prostate cancer with multi-parametric MRI. In: Proceeding of ISMRM (2017, to appear)"},{"key":"49_CR13","doi-asserted-by":"crossref","unstructured":"Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., Torralba, A.: Learning deep features for discriminative localization. In: Proceeding of CVPR (2016)","DOI":"10.1109\/CVPR.2016.319"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer Assisted Intervention \u2212 MICCAI 2017"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-66179-7_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T00:13:18Z","timestamp":1662336798000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-66179-7_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319661780","9783319661797"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-66179-7_49","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":"4 September 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Medical Image Computing and Computer-Assisted Intervention","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Quebec City, QC","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":"14 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.miccai2017.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}