000890339 000__ 04155cam\a2200553Ii\4500 000890339 001__ 890339 000890339 005__ 20230306150057.0 000890339 006__ m\\\\\o\\d\\\\\\\\ 000890339 007__ cr\cn\nnnunnun 000890339 008__ 190513s2019\\\\sz\a\\\\ob\\\\101\0\eng\d 000890339 019__ $$a1103892485$$a1105180360 000890339 020__ $$a9783030058319$$q(electronic book) 000890339 020__ $$a303005831X$$q(electronic book) 000890339 020__ $$z9783030058302 000890339 0247_ $$a10.1007/978-3-030-05831-9$$2doi 000890339 0247_ $$a10.1007/978-3-030-05 000890339 035__ $$aSP(OCoLC)on1101099776 000890339 035__ $$aSP(OCoLC)1101099776$$z(OCoLC)1103892485$$z(OCoLC)1105180360 000890339 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dN$T$$dUKMGB$$dUPM$$dEBLCP$$dOCLCF$$dYDXIT$$dLQU 000890339 049__ $$aISEA 000890339 050_4 $$aRC78.7.N83$$bW67 2018 000890339 08204 $$a616.07/548$$223 000890339 1112_ $$aWorkshop on Computational Diffusion MRI$$d(2018 :$$cGranada, Spain) 000890339 24510 $$aComputational diffusion MRI :$$bInternational MICCAI Workshop, Granada, Spain, September 2018 /$$cElisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax, editors. 000890339 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2019] 000890339 300__ $$a1 online resource :$$billustrations 000890339 336__ $$atext$$btxt$$2rdacontent 000890339 337__ $$acomputer$$bc$$2rdamedia 000890339 338__ $$aonline resource$$bcr$$2rdacarrier 000890339 347__ $$atext file$$bPDF$$2rda 000890339 4901_ $$aMathematics and visualization 000890339 504__ $$aIncludes bibliographical references and index. 000890339 5050_ $$aPart I Diffusion MRI signal acquisition and processing strategies -- Part II Machine learning for diffusion MRI -- Part III Diffusion MRI signal harmonisation -- Part IV Diffusion MRI outside the brain and clinical applications -- Part V Tractography and connectivity mapping -- Index. 000890339 506__ $$aAccess limited to authorized users. 000890339 520__ $$aThis volume gathers papers presented at the Workshop on Computational Diffusion MRI (CDMRI'18), which was held under the auspices of the International Conference on Medical Image Computing and Computer Assisted Intervention in Granada, Spain on September 20, 2018. It presents the latest developments in the highly active and rapidly growing field of diffusion MRI. The reader will find papers on a broad range of topics, from the mathematical foundations of the diffusion process and signal generation, to new computational methods and estimation techniques for the in-vivo recovery of microstructural and connectivity features, as well as harmonisation and frontline applications in research and clinical practice. The respective papers constitute invited works from high-profile researchers with a specific focus on three topics that are now gaining momentum within the diffusion MRI community: i) machine learning for diffusion MRI; ii) diffusion MRI outside the brain (e.g. in the placenta); and iii) diffusion MRI for multimodal imaging. The book shares new perspectives on the latest research challenges for those currently working in the field, but also offers a valuable starting point for anyone interested in learning computational techniques in diffusion MRI. It includes rigorous mathematical derivations, a wealth of full-colour visualisations, and clinically relevant results. As such, it will be of interest to researchers and practitioners in the fields of computer science, MRI physics and applied mathematics alike. 000890339 588__ $$aDescription based on online resource; title from digital title page (viewed on June 20, 2019). 000890339 650_0 $$aDiffusion magnetic resonance imaging$$vCongresses. 000890339 7001_ $$aBonet-Carne, Elisenda,$$eeditor. 000890339 7001_ $$aGrussu, Francesco,$$eeditor. 000890339 7001_ $$aNing, Lipeng,$$eeditor. 000890339 7001_ $$aSepehrband, Farshid,$$eeditor. 000890339 7001_ $$aTax, Chantal M. W.$$eeditor. 000890339 7112_ $$aInternational Conference on Medical Image Computing and Computer-Assisted Intervention$$n(21st :$$d2018 :$$cGranada, Spain),$$jjointly held conference. 000890339 77608 $$iPrint version: $$z9783030058302 000890339 830_0 $$aMathematics and visualization. 000890339 852__ $$bebk 000890339 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-05831-9$$zOnline Access$$91397441.1 000890339 909CO $$ooai:library.usi.edu:890339$$pGLOBAL_SET 000890339 980__ $$aEBOOK 000890339 980__ $$aBIB 000890339 982__ $$aEbook 000890339 983__ $$aOnline 000890339 994__ $$a92$$bISE