Computational Intelligence and Image Processing in Medical Applications

In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment.

This comprehensive compendium provides not only updated advances of computational intelligence and image processing in the detection and treatment of Covid-19, but also other medical applications such as in cancer detection and cardiovascular diseases, etc. More traditional approaches such as 2D segmentation and 3D reconstruction are included.

The useful reference text is an updated version of the edited title, Computer Vision in Medical Imaging (World Scientific, 2014) and its companion volume, Frontiers of Medical Imaging (World Scientific, 2015). The book is written for engineers, scientists and the medical community to meet the increased challenges in medical applications.

近年來，計算智能和圖像處理在機器學習和深度學習的推動下取得了顯著進展，成為現代人工智能的重要組成部分。所有這些進展都面臨著應對Covid-19疫情的挑戰，包括檢測和治療。

這本綜合性的專輯不僅提供了計算智能和圖像處理在Covid-19檢測和治療方面的最新進展，還包括其他醫學應用，如癌症檢測和心血管疾病等。傳統的方法，如2D分割和3D重建也被納入其中。

這本有用的參考書是經過更新的版本，基於編輯的書名《醫學影像中的計算機視覺》（World Scientific，2014）以及其同伴卷《醫學影像的前沿》（World Scientific，2015）。這本書是為工程師、科學家和醫學界撰寫的，以應對醫學應用中日益增加的挑戰。