《光学 spectroscopy 和成像在癌症诊断中的应用：基础、进展和挑战》第1版

2023 | ISBN: 9811258953 | English | 559 pages | True PDF | 158 MB

This is an interdisciplinary book that presents the applications of novel laser spectroscopy and imaging techniques for the detection of cancers recently developed by some of the world's most renown researchers. The book consists of three parts and a total of 16 chapters. Each chapter is written by leading experts who are actively seeking to develop novel spectroscopic and analytical methods for cancer detection and diagnosis.In Part I, the authors present fundamentals on optics, atoms and molecules, biophysics, cancer and machine learning. These chapters are intended for those who are not experts in the field but wish to learn about fundamentals' aspects of some of the key topics that are addressed in this book. Particular attention has been given to providing key references for those who wish to go further into the fundamental aspects of atoms and molecules, light-matter interaction, optical instrumentation, machine learning and cancer.In Part II, the authors present key applications of various laser spectroscopic methods in cancer diagnosis. They have provided recent progress in cancer diagnostics obtained by combining laser spectroscopy and machine learning for the analysis of the spectra acquired from biomedical tissues and biofluids.In Part III, the authors present chapters that discuss key developments in the applications of various laser imaging techniques for cancer detection.This is one of the few books that addresses cancer detection and diagnosis using laser spectroscopic and imaging tools with an eye on providing the reader the scientific tools, including machine learning ones.

这是一本跨学科著作，它介绍了世界顶尖研究者最近开发的一些新颖激光光谱学和成像技术在癌症检测中的应用。全书分为三部分，共包含16章。每一章都是由该领域内活跃于开发癌症检测和诊断的新颖光谱学及分析方法的专家所撰写的。第一部分中，作者们介绍了光学、原子与分子、生物物理学、癌症以及机器学习的基础知识。这些章节旨在为那些不熟悉相关领域的读者提供一些关键主题的基础方面介绍。特别注意提供了关于原子和分子、光物质相互作用、光学仪器设备、机器学习及癌症方面的关键参考资料。第二部分中，作者们介绍了各种激光光谱学方法在癌症诊断中的关键应用。他们已经提供了一些通过将激光光谱学与机器学习相结合分析生物组织和生物流体的光谱而获得的最新癌症诊断进展。第三部分中，作者们探讨了利用各种激光成像技术应用于癌症检测的关键发展情况。这是一本少有的著作，旨在使用激光光谱学和成像工具来处理癌症检测与诊断问题，并为读者提供包括机器学习在内的科学工具。 （注：原文中的部分内容被翻译得较为详细和严谨，译文中适当调整了表达方式以适应中文的风格）

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