Patel H.N., Ghodgaonkar D.K., Suri J.S. Breast Image Reconstruction and Cancer Detection Using Microwave Imaging

IOP Publishing Ltd, 2022. — 264 p. — ISBN 978-0-7503-2590-5.Реконструкция изображения молочной железы и обнаружение рака с помощью микроволновой визуализации.
Breast cancer incidence and mortality are both increasing at a global level. Breast cancer diagnosis depends on the noninvasive imaging techniques which reconstruct the internal structure of the breast. This book covers diverse topics related to breast cancer diagnosis techniques, microwave breast imaging and the role of machine learning and artificial intelligence in the diagnosis, treatment and monitoring of breast cancer. This book will be useful to research and the academic community for the diverse topics covered in it.Preface
1 Introduction to breast cancer
2 Introduction to breast cancer detection techniques
3 Introduction to microwave imaging
4 Finite difference time domain method for microwave breast imaging
5 3D level set based optimization
6 Method of moments
7 Finite difference time domain for microwave imaging
8 Review of machine learning based image reconstruction for different imaging modalities
9 Review of machine learning based image reconstruction for microwave breast imaging
10 Microwave image reconstruction methods
11 The role of AI in diagnosis, treatment and monitoring of breast cancer during COVID-19 and ahead