About the author
Fan Yang received the M.S. degree in Biomedical Engineering from Central South University, China. He joined the School of Biology & Engineering, Guizhou Medical University, engaging in scientific research and teaching. Yang's main research focuses on medical image processing and intelligent analysis of medical images, including denoising, classification, detection, segmentation, and registration of medical images such as CT, MRI, X-ray, fundus, and pathology.
About the book
This book primarily introduces the author's research and applications in the field of medical image processing, including both traditional image processing methods and the application of deep learning methods to medical images. By reading this content, readers can gain in-depth understanding of various techniques applied in medical image.
Contents
Chapter 1: Overview
1.1 Medical Imaging
1.2 What is Medical Image Processing?
1.3 Steps in Medical Image Processing
1.4 Medical Image Processing Methods
1.5 Deep Learning in Medical Image Processing
1.6 Evaluation Metrics
1.7 Medical Image Formats
References
Chapter 2: X-ray Image Processing
2.1 Overview of X-ray Images Processing
2.2 X-ray Image Registration
2.3 Cobb Angle Automatic Measurement
2.4 Ulna and Radius Segmentation in Dual-energy X-ray Imaging
2.5 Improved Method for Ulna and Radius Segmentation
References
Chapter 3: CT Image Processing
3.1 Overview of CT Images Processing
3.2. Lung Infection Regions Segmentation
3.3 Low-dose CT Image Denoising
3.4 Renal Cancer Structure Segmentation
3.5 3D Reconstruction in Lung and Infection Area
References
Chapter 4: MRI Image Processing
4.1 Overview of MRI Images Processing
4.2 Vertebra Segmentation
4.3 Cardiac MRI Analysis
4.4 Automatic Diagnosis of Alzheimer’s Disease
References
Chapter 5: Other Medical Images Processing
5.1 Optic Disc Segmentation in the Fundus Image
5.2 Microscope Image Stitching
5.3 Pathology Image Registration
References
Chapter 6: Challenge in Medical Image Processing
Index
Copyright © 2023 Macao Scientific Publishers All rights reserved.
No part of this book may be reproduced in any form or by any electronic or mechanical means, including information storage and retrieval systems, without written permission from the publisher, except for the use of brief quotations in a book review.
Published by Macao Scientific Publishers, Block F, 11/F, Hengchang Building, Nanwan Avenue, Macao, China
Date of Publishing: December 2023
Word Count: 80,096 words
ISBN 978-99981-25-13-1
For more information about the book, please send an email to books@mospbs.com for inquiries.
