Artificial Intelligence and Image Processing in Medical Imaging

Artificial Intelligence and Image Processing in Medical Imaging deals with the applications of processing medical images with a view of improving the quality of the data in order to facilitate better decision- making. The book covers the basics of medical imaging and the fundamentals of image processing. It explains spatial and frequency domain applications of image processing, introduces image compression techniques and their applications, and covers image segmentation techniques and their applications. The book includes object detection and classification applications and provides an overall background to statistical analysis in biomedical systems.

The role of Machine Learning, including Neural Networks, Deep Learning, and the implications of the expansion of artificial intelligence is also covered. With contributions from prominent researchers worldwide, this book provides up-to-date and comprehensive coverage of AI applications in image processing where readers will find the latest information with clear examples and illustrations.

《醫學影像中的人工智慧與影像處理》探討了在處理醫學影像方面應用人工智慧的方法，以提高數據質量以便更好地進行決策。本書涵蓋了醫學影像的基礎知識和影像處理的基本原理。它解釋了影像處理的空間和頻率域應用，介紹了影像壓縮技術及其應用，並涵蓋了影像分割技術及其應用。本書還包括物體檢測和分類應用，並提供了生物醫學系統中統計分析的整體背景。

本書還涵蓋了機器學習的角色，包括神經網絡、深度學習以及人工智慧擴展的影響。在世界各地知名研究人員的貢獻下，本書提供了關於影像處理中人工智慧應用的最新和全面的內容，讀者可以在其中找到清晰的例子和插圖，獲得最新的資訊。