3D Image Reconstruction for CT and PET: A Practical Guide with Python

by Panetta, Daniele

Type Book

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Title Statements

Full title :3D Image Reconstruction for CT and PET : A Practical Guide with Python.

Edition Statements

Publication Date:©2020.

Publication Statements

Publisher(s):Taylor & Francis Group
Place of Publication:Milton
Language:eng
Publication Date:©2020.

The Physical Object

Description:1 online resource (135 pages).

Edition Identifiers

ISBN:9781000175882, 100017588X
oclc:on1302701253

Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- About the Authors -- Chapter 1: Preliminary notions -- 1.1 IMAGE RECONSTRUCTION FROM PROJECTION -- 1.1.1 Purpose of image reconstruction -- 1.1.2 Families of reconstruction methods -- 1.2 TOMOGRAPHIC IMAGING MODALITIES (RELEVANT FOR THIS BOOK) -- 1.2.1 Computed Tomography (CT) -- 1.2.2 Positron Emission Tomography (PET) -- 1.2.3 Single-photon Emission Computed Tomography (SPECT) -- 1.3 NOTIONS COMMON FOR ALL RECONSTRUCTION METHODS -- 1.3.1 Object function and image function -- 1.4 RELEVANT NOTIONS FOR ANALYTICAL RECONSTRUCTION METHODS -- 1.4.1 Line integral -- 1.4.2 Radon transform -- 1.4.3 Sinogram -- 1.4.4 Exact and approximated reconstruction -- 1.4.5 Central section theorem -- 1.5 RELEVANT NOTIONS FOR ITERATIVE RECONSTRUCTION METHODS -- 1.5.1 Object vector and data vector -- 1.5.2 System matrix -- 1.5.3 Discrete forward projection -- 1.5.4 Discrete back projection -- Chapter 2: Short guide to Python samples -- 2.1 INSTALLATION -- 2.2 PROJECT ORGANIZATION -- 2.3 CODING CONVENTIONS -- 2.4 DEFINITION OF AN EXPERIMENTAL SETUP -- 2.4.1 Definition of a radiation detector -- 2.4…