LEADER 06866nam 22008055 450 001 9910299837303321 005 20200702113416.0 010 $a3-319-18431-8 024 7 $a10.1007/978-3-319-18431-9 035 $a(CKB)3710000000434104 035 $a(EBL)2095501 035 $a(SSID)ssj0001524830 035 $a(PQKBManifestationID)11845551 035 $a(PQKBTitleCode)TC0001524830 035 $a(PQKBWorkID)11484069 035 $a(PQKB)10571780 035 $a(DE-He213)978-3-319-18431-9 035 $a(MiAaPQ)EBC2095501 035 $a(PPN)186397356 035 $a(EXLCZ)993710000000434104 100 $a20150611d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aComputational Methods for Molecular Imaging /$fedited by Fei Gao, Kuangyu Shi, Shuo Li 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (203 p.) 225 1 $aLecture Notes in Computational Vision and Biomechanics,$x2212-9391 ;$v22 300 $aDescription based upon print version of record. 311 $a3-319-18430-X 320 $aIncludes bibliographical references. 327 $aPart 1 - Computational Methods -- A Review of Computational Methods for Molecular Imaging, by Fei Gao, Pengcheng Shi -- Fuzzy Connectedness Image Co-Segmentation for Hybrid PET/MRI and PET/CT Scans, by Ziyue Xu, Ulas Bagci, Jayaram Udupa, Daniel Mollura -- PET/MRI/VCT: Restoration of Virtual CT from Transmission Scan on PET/MRI using Joint-Anisotropic Diffusion, by Kuangyu Shi, Xiaoyin Cheng, Nassir Navab, Stefan Foerster, Sibylle I. Ziegler -- Large Scale Simplex Optimisation to Accelerate Kinetic Analysis, by Nicholas Dowson, Paul Thomas, Jye Smith, Olivier Salvado, Stephen Rose -- Gradient Projection for Regularized Cryo-Electron Tomographic Reconstruction, by  Shadi Albarqouni, Tobias Lasser, Weaam Alkhaldi, Ashraf Al-Amoudi, Nassir Navab -- Joint direct motion estimation/kinetic images reconstruction from gated PET data, by Alexandre Bousse, Jieqing Jiao, Kris Thielemans, Sebastien Ourselin, David Atkinson, Brian Hutton -- Effect of the Mouth Motion in the Attenuation Correction in Neurological PET Studies, by Joaquin Herraiz, Angel Torrado-Carvajal, Norberto Malpica, Juan Hernandez-Tamames -- Dual Estimation of Activity Maps and Kinetic Parameters for Dynamic PET Imaging, by Jingjia Xu, Huafeng Liu, Pengcheng Shi, Fei Gao -- Time-Activity Curve based Sinogram Decomposition for Streak Artifacts Reduction in Dynamic PET Reconstruction, by Xiaoyin Cheng, Jun Liu, Jakob Vogel, Zhen Liu, Nassir Navab, Sibylle Ziegler, Kuangyu Shi -- Part 2 - Clinical Applications -- 4-D PET-MR with Volumetric Navigators and Compressed Sensing, by Stefano Pedemonte, Ciprian Catana, Koen Van Leemput -- Robust Feature Selection to Predict Lung Tumor Recurrence Hongmei Mi, Caroline Petitjean, Pierre Vera, Su Ruan -- Region-based Data-driven Intensity Normalization for Group Comparison of Functional Brain Images, by Zhiyong Xie, Aijun Zhu, Laigao Chen, Timothy McCarthy -- A reaction-diffusion simulation model of 18F-FDG PET imaging for the quantitative interpretation of cancerous metabolism, by Qian Wang, Zhen Liu, Sibylle I. Ziegler, Kuangyu Shi -- Generation of MR-based Attenuation Correction Map of PET Images in the Brain Employing Joint Segmentation of Skull and Soft-Tissue from Single Short-TE MR Imaging Modality, by Anahita Fathi Kazerooni, Mohammad Hadi A'arabi, Hamidreza Saligheh Rad -- Query by Image of Brain SPECT Database, by David Wack, Feyza Erenler, Robert Miletich -- Age-related Glucose Metabolism Changes in Brain, by Xiaoyan Shen, Zhiliang Liu, Zhenghui Hu, Huafeng Liu -- Investigation of Single- Versus Joint-Modality PET-MR Registration for 18F-Florbetapir Quantification: Application to Alzheimer's Disease, by Liam Cattell, Julia Schnabel, Jerome Declerck, Chloe Hutton. 330 $aThis volume contains original submissions on the development and application of molecular imaging computing. The editors invited authors to submit high-quality contributions on a wide range of topics including, but not limited to: ? Image Synthesis & Reconstruction of Emission Tomography (PET, SPECT) and other Molecular Imaging Modalities ? Molecular Imaging Enhancement ? Data Analysis of Clinical & Pre-clinical Molecular Imaging ? Multi-Modal Image Processing (PET/CT, PET/MR, SPECT/CT, etc.) ? Machine Learning and Data Mining in Molecular Imaging. Molecular imaging is an evolving clinical and research discipline enabling the visualization, characterization and quantification of biological processes taking place at the cellular and subcellular levels within intact living subjects. Computational methods play an important role in the development of molecular imaging, from image synthesis to data analysis and from clinical diagnosis to therapy individualization. This work will bring readers from academia and industry up to date on the most recent developments in this field. 410 0$aLecture Notes in Computational Vision and Biomechanics,$x2212-9391 ;$v22 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aHuman physiology 606 $aOptical data processing 606 $aBiophysics 606 $aBiological physics 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 606 $aHuman Physiology$3https://scigraph.springernature.com/ontologies/product-market-codes/B13004 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 606 $aBiological and Medical Physics, Biophysics$3https://scigraph.springernature.com/ontologies/product-market-codes/P27008 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 0$aHuman physiology. 615 0$aOptical data processing. 615 0$aBiophysics. 615 0$aBiological physics. 615 14$aSignal, Image and Speech Processing. 615 24$aHuman Physiology. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aBiological and Medical Physics, Biophysics. 676 $a571.6028 702 $aGao$b Fei$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShi$b Kuangyu$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLi$b Shuo$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299837303321 996 $aComputational Methods for Molecular Imaging$91412460 997 $aUNINA