000844303 000__ 04688cam\a2200529Ii\4500
000844303 001__ 844303
000844303 005__ 20230306144835.0
000844303 006__ m\\\\\o\\d\\\\\\\\
000844303 007__ cr\cn\nnnunnun
000844303 008__ 180724s2018\\\\si\\\\\\ob\\\\001\0\eng\d
000844303 019__ $$a1046107939
000844303 020__ $$a9789811040269$$q(electronic book)
000844303 020__ $$a9811040265$$q(electronic book)
000844303 020__ $$z9789811040252
000844303 035__ $$aSP(OCoLC)on1045629824
000844303 035__ $$aSP(OCoLC)1045629824$$z(OCoLC)1046107939
000844303 040__ $$aN$T$$beng$$erda$$epn$$cN$T$$dGW5XE$$dN$T$$dEBLCP$$dYDX
000844303 049__ $$aISEA
000844303 050_4 $$aQP357.5
000844303 08204 $$a616.800285$$223
000844303 1001_ $$aWang, Shui-Hua,$$eauthor.
000844303 24510 $$aPathological brain detection /$$cShui-Hua Wang, Yu-Dong Zhang, Zhengchao Dong, Preetha Phillips.
000844303 264_1 $$aSingapore :$$bSpringer,$$c2018.
000844303 300__ $$a1 online resource.
000844303 336__ $$atext$$btxt$$2rdacontent
000844303 337__ $$acomputer$$bc$$2rdamedia
000844303 338__ $$aonline resource$$bcr$$2rdacarrier
000844303 4901_ $$aBrain informatics and health
000844303 504__ $$aIncludes bibliographical references and index.
000844303 5050_ $$aIntro; Preface; Acknowledgements; Contents; Acronyms; List of Figures; 1 Basics of Pathological Brain Detection; 1.1 History; 1.2 Brain Diseases; 1.2.1 Neoplastic Disease; 1.2.2 Neurodegeneration; 1.2.3 Cerebrovascular Disease; 1.2.4 Inflammation; 1.2.5 Summary; 1.3 A Standard Computer-Aided Diagnosis System; 1.4 Research Trends; References; 2 Neuroimaging Modalities; 2.1 History of Neuroimaging; 2.1.1 Pneumoencephalography; 2.1.2 Cerebral Angiography; 2.1.3 Computerized Tomography; 2.1.4 Positron Emission Tomography; 2.1.5 Single-Photon Emission Computed Tomography
000844303 5058_ $$a2.2 Magnetic Resonance Imaging2.2.1 Projectile Risk; 2.2.2 Shimming; 2.2.3 Water and Fat Suppression; 2.2.4 Two Types of Contrast; 2.2.5 Interpretation; 2.3 Other Magnetic Resonance Imaging Modalities; 2.3.1 Diffusion Tensor Imaging; 2.3.2 Functional Magnetic Resonance Imaging; 2.3.3 Magnetic Resonance Angiography; 2.3.4 Magnetic Resonance Spectroscopic Imaging; 2.4 Conclusion; References; 3 Image Preprocessing for Pathological Brain Detection; 3.1 k-Space; 3.2 Image Denoising; 3.2.1 Rician Noise; 3.2.2 Solutions; 3.2.3 Wiener Filter; 3.2.4 Wavelet-Based Denoising; 3.3 Skull Stripping
000844303 5058_ $$a3.3.1 Software Library at the Oxford Centre for Functional MRI of the Brain3.3.2 Statistical Parametric Mapping; 3.3.3 Other Means; 3.4 Slice Selection; 3.5 Spatial Normalization; 3.5.1 FSL Solution; 3.5.2 Matlab Solution; 3.6 Intensity Normalization; 3.7 Image Enhancement; 3.7.1 Histogram Equalization; 3.7.2 Contrast-Limited Adaptive Histogram Equalization; 3.8 Conclusion; References; 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging; 4.1 Shape Feature; 4.2 Statistical Measure; 4.2.1 Common Measures; 4.2.2 Statistical Chart; 4.3 Image Moments; 4.3.1 Raw Moments
000844303 5058_ $$a4.3.2 Central Moments4.3.3 Normalized Central Moments; 4.3.4 Hu Moment Invariants; 4.4 Zernike Moments; 4.4.1 Basic Form of Zernike Moments; 4.4.2 Pseudo Zernike Moment; 4.4.3 Coordinate Transform; 4.4.4 Illustration of Pseudo Zernike Polynomials; 4.5 Gray-Level Co-occurrence Matrix; 4.6 Fourier Transform; 4.6.1 Discrete Fourier Transform; 4.6.2 Discrete Sine and Cosine Transform; 4.7 Fractional Fourier Transform; 4.7.1 Unified Time-Frequency Domain; 4.7.2 Weighted-Type Fractional Fourier Transform; 4.7.3 Sampling-Type Fractional Fourier Transform
000844303 5058_ $$a4.7.4 Eigendecomposition-Type Fractional Fourier Transform4.8 Entropy; 4.8.1 Shannon Entropy; 4.8.2 Tsallis Entropy; 4.8.3 Renyi Entropy; 4.9 Conclusion; References; 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging; 5.1 Wavelet Transform; 5.1.1 Development of Signal Processing; 5.1.2 Potential Application to Pathological Brain Detection; 5.2 Continuous Wavelet Transform and Discrete Wavelet Transform; 5.2.1 Mathematical Analysis of a Continuous Wavelet Transform; 5.2.2 Koch Curve Example of the Continuous Wavelet Transform; 5.2.3 Discrete Wavelet Transform
000844303 506__ $$aAccess limited to authorized users.
000844303 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 25, 2018).
000844303 650_0 $$aNeuroinformatics.
000844303 650_0 $$aMachine learning.
000844303 650_0 $$aComputational neuroscience.
000844303 7001_ $$aZhang, Yu-Dong,$$eauthor.
000844303 7001_ $$aDong, Zhengchao,$$eauthor.
000844303 7001_ $$aPhillips, Preetha,$$eauthor.
000844303 830_0 $$aBrain informatics and health (Springer (Firm))
000844303 852__ $$bebk
000844303 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-10-4026-9$$zOnline Access$$91397441.1
000844303 909CO $$ooai:library.usi.edu:844303$$pGLOBAL_SET
000844303 980__ $$aEBOOK
000844303 980__ $$aBIB
000844303 982__ $$aEbook
000844303 983__ $$aOnline
000844303 994__ $$a92$$bISE