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000710876 019__ $$a892892223
000710876 020__ $$a9783319105819$$q(electronic book)
000710876 020__ $$a3319105817$$q(electronic book)
000710876 020__ $$z9783319105802
000710876 0247_ $$a10.1007/978-3-319-10581-9$$2doi
000710876 035__ $$aSP(OCoLC)ocn890797460
000710876 035__ $$aSP(OCoLC)890797460$$z(OCoLC)892892223
000710876 035__ $$a710876
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000710876 050_4 $$aRC78.7.D53
000710876 08204 $$a006.31$$223
000710876 1112_ $$aMLMI (Workshop)$$n(5th :$$d2014 :$$cBoston, Mass.)
000710876 24510 $$aMachine learning in medical imaging$$h[electronic resource] :$$b5th International Workshop, MLMI 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings /$$cGuorong Wu, Daoqiang Zhang, Luping Zhou (eds.).
000710876 2463_ $$aMLMI 2014
000710876 264_1 $$aCham :$$bSpringer,$$c2014.
000710876 300__ $$a1 online resource (xii, 332 pages) :$$billustrations.
000710876 336__ $$atext$$btxt$$2rdacontent
000710876 337__ $$acomputer$$bc$$2rdamedia
000710876 338__ $$aonline resource$$bcr$$2rdacarrier
000710876 4901_ $$aLecture Notes in Computer Science,$$x0302-9743 ;$$v8679
000710876 4901_ $$aLNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
000710876 500__ $$aInternational conference proceedings.
000710876 500__ $$aIncludes author index.
000710876 5050_ $$aSparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development -- Graph-Based Label Propagation in Fetal brain MR Images -- Deep Learning Based Automatic immune Cell Detection for Immunohistochemistry Images -- Stacked Multiscale Feature learning for Domain Independent Medical Image Segmentation -- Detection of Mammographic Masses by Content-Based Image Retrieval -- Inferring Sources of Dementia Progression with Network Diffusion Model -- 3D Intervertebral Disc Localization through Representation Learning with Knowledge Transfer -- Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification -- Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression -- Manifold Alignment and Transfer Learning for Classification of Alzheimer?s Disease -- Gleason Grading of Prostate Tumors with Max-Margin Conditional Random Fields -- Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images -- Geodesic Geometric mean of Regional Covariance Descriptors as an Image-Level Descriptor for nuclear Atypia Grading in Breast Images -- A constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation -- Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion Segmentation -- Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer -- Searching for Structures of Interest in an Ultrasound Video Sequence -- Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer?s Disease -- Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model Selection -- Sparse Discriminative Feature Selection for Multi-Class Alzheimer?s Disease Classification -- Context-aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images -- Optimal MAP Parameters Estimation in STAPLE-Learning from Performance Parameters versus Image Similarity Information -- Colon Biopsy Classification Using Crypt Architecture -- Network Guided Group Feature Selection for Classification of Autism Spectrum Disorder -- Deformation Field Correction for Spatial Normalization of PET Images Using a Population-derived Partial Least Squares Model -- Novel Multi-Atlas Segmentation by Matrix Completion -- Structured Random Forest for Myocardium Delineation in 3D Echocardiography -- Improved Reproducibility of Neuroanatomical Definition through Diffeomorphometry and Complexity Reduction -- Topological Descriptors of Histology Images -- Robust Deep Learning for Improved Classification of AD/MCI Patients -- Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation -- Online Discriminative Multi-Atlas Learning with Application to Isointense Infant Brain Segmentation.
000710876 506__ $$aAccess limited to authorized users.
000710876 588__ $$aDescription based on online resource; title from PDF title page (SpringerLink, viewed September 18, 2014).
000710876 650_0 $$aMachine learning$$vCongresses.
000710876 650_0 $$aDiagnostic imaging$$xData processing$$vCongresses.
000710876 650_0 $$aArtificial intelligence$$xMedical applications$$vCongresses.
000710876 7001_ $$aWu, Guorong$$c(Researcher in medical imaging),$$eeditor.
000710876 7001_ $$aZhang, Daoqiang,$$eeditor.
000710876 7001_ $$aZhou, Luping,$$eeditor.
000710876 7112_ $$aInternational Conference on Medical Image Computing and Computer-Assisted Intervention$$n(17th :$$d2014 :$$cBoston, Mass.)
000710876 830_0 $$aLecture notes in computer science ;$$v8679.
000710876 830_0 $$aLNCS sublibrary.$$nSL 6,$$pImage processing, computer vision, pattern recognition, and graphics.
000710876 85280 $$bebk$$hSpringerLink
000710876 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-3-319-10581-9$$zOnline Access
000710876 909CO $$ooai:library.usi.edu:710876$$pGLOBAL_SET
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