Medical Image Analysis and Informatics: Computer-Aided Diagnosis and Therapy

ISBN-13: 9780367876289 / Angielski / Miękka / 2019 / 518 str.

Paulo Mazzoncini de Azevedo-Marques; Arianna Mencattini; Marcello Salmeri

Opis

The focus of this work is on the implication and applications of CAD (Computer-Aided-Diagnosis) as it relates via medical image analysis to body parts and disease. It details the range and scope of CAD - from head to toe.

Spis treści

Foreword on CAD: Its Past, Present, and Future

Preface

Acknowledgment

Contributors

1 Segmentation and Characterization of White Matter Lesions in FLAIR Magnetic Resonance Imaging

2 Computer-Aided Diagnosis with Retinal Fundus Images

3 Computer-Aided Diagnosis of Retinopathy of Prematurity in Retinal Fundus Images

4 Automated OCT Segmentation for Images with DME

5 Computer-Aided Diagnosis with Dental Images

6 CAD Tool and Telemedicine for Burns

7 CAD of Cardiovascular Diseases

8 Realistic Lesion Insertion for Medical Data Augmentation

9 Diffuse Lung Diseases (Emphysema, Airway and Interstitial Lung Diseases)

10 Computerized Detection of Bilateral Asymmetry

11 Computer-Aided Diagnosis of Breast Cancer with Tomosynthesis Imaging

12 Computer-Aided Diagnosis of Spinal Abnormalities

13 CAD of GI Diseases with Capsule Endoscopy

14 Texture-Based Computer-Aided Classification of Focal Liver Diseases using Ultrasound Images

15 CAD of Dermatological Ulcers (Computational Aspects of CAD for Image Analysis of Foot and Leg Dermatological Lesions)

16 In Vivo Bone Imaging with Micro-Computed Tomography

17 Augmented Statistical Shape Modeling for Orthopedic Surgery and

Rehabilitation

18 Disease-Inspired Feature Design for Computer-Aided Diagnosis of Breast Cancer Digital Pathology Images

19 Medical Microwave Imaging and Analysis

20 Making Content-Based Medical Image Retrieval Systems for Computer-Aided Diagnosis: From Theory to Application

21 Health Informatics for Research Applications of CAD

Concluding Remarks

Index

O autorze

Paulo Mazzoncini de Azevedo Marques is Associate Professor of Biomedical Informatics and Medical Physics. He is a Fellow of IEEE: Arianna Menattini, is in the Dept. of Electronic Engineering, at the Univ. of Rome Tor Vergata and is an active researcher in medical image analysis; Marcello Salmeri is an Associate Professor at the Univ. of Rome Tor Vergata; Rangaraj M. Rangayyan is an IEEE Fellow, Fellow AIMBE and SPIE. He ia extremely active in Computer Aided Diagnostic analysis and therapies for a number of different maladies.