Pattern Recognition and Signal Analysis in Medical Imaging, 2/e (Hardcover)

Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic assessment of the resultant data.

Since the first edition, there has been tremendous development of new, powerful technologies for detecting, storing, transmitting, analyzing, and displaying medical images. Computer-aided analytical techniques, coupled with a continuing need to derive more information from medical images, has led to a growing application of digital processing techniques in cancer detection as well as elsewhere in medicine.

This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging.

• New edition has been expanded to cover signal analysis, which was only superficially covered in the first edition
• New chapters cover Cluster Validity Techniques, Computer-Aided Diagnosis Systems in Breast MRI, Spatio-Temporal Models in Functional, Contrast-Enhanced and Perfusion Cardiovascular MRI
• Gives readers an unparalleled insight into the latest pattern recognition and signal analysis technologies, modeling, and applications

醫學影像是受到最多資金支持的生物醫學工程研究領域之一。《Pattern Recognition and Signal Analysis in Medical Imaging》第二版專注於發展用於臨床領域的整合系統，使得影像和相關數據的自動評估成為可能。

自第一版以來，檢測、存儲、傳輸、分析和顯示醫學影像的新技術取得了巨大的發展。計算機輔助分析技術，結合對醫學影像中更多信息的需求，導致數字處理技術在癌症檢測以及醫學其他領域的應用日益增長。

這本書是學生和專業人士的必備工具，匯總並解釋了醫學影像中的模式識別的成熟和尖端方法。

新版已擴展到涵蓋信號分析，而第一版只是輕描淡寫地提及了這一點。

新章節涵蓋了集群有效性技術、乳房MRI中的計算機輔助診斷系統、功能性、對比增強和灌注心血管MRI中的時空模型。

讓讀者深入了解最新的模式識別和信號分析技術、建模和應用。