
- 416 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Statistical and Computational Methods in Brain Image Analysis
About this book
The massive amount of nonstandard high-dimensional brain imaging data being generated is often difficult to analyze using current techniques. This challenge in brain image analysis requires new computational approaches and solutions. But none of the research papers or books in the field describe the quantitative techniques with detailed illustratio
Frequently asked questions
Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.
Perlego offers two plans: Essential and Complete
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Statistical and Computational Methods in Brain Image Analysis by Moo K. Chung in PDF and/or ePUB format, as well as other popular books in Mathematics & Biomedical Science. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Halftitle Page
- CHAPMAN & HALL/CRC MATHEMATICAL AND COMPUTATIONAL IMAGING SCIENCES
- Title Page
- Copyright Page
- Copyright Page1
- Copyright Page2
- Dedication
- Table of Contents
- Preface
- 1 Introduction to Brain and Medical Images
- 2 Bernoulli Models for Binary Images
- 3 General Linear Models
- 4 Gaussian Kernel Smoothing
- 5 Random Fields Theory
- 6 Anisotropic Kernel Smoothing
- 7 Multivariate General Linear Models
- 8 Cortical Surface Analysis
- 9 Heat Kernel Smoothing on Surfaces
- 10 Cosine Series Representation of 3D Curves
- 11 Weighted Spherical Harmonic Representation
- 12 Multivariate Surface Shape Analysis
- 13 Laplace-Beltrami Eigenfunctions for Surface Data
- 14 Persistent Homology
- 15 Sparse Networks
- 16 Sparse Shape Models
- 17 Modeling Structural Brain Networks
- 18 Mixed Effects Models
- Bibliography