Pattern Recognition and Signal Analysis in Medical Imaging, 2/e (Hardcover)
暫譯: 醫學影像中的模式識別與信號分析,第2版(精裝本)

Anke Meyer-Baese, Volker J. Schmid

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商品描述

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

商品描述(中文翻譯)

醫學影像學是生物醫學工程研究領域中資金投入最重的領域之一。《醫學影像中的模式識別與信號分析》第二版專注於臨床領域中集成系統的開發,使影像及其結果數據的自動評估成為可能。

自第一版以來,檢測、儲存、傳輸、分析和顯示醫學影像的新技術發展迅速。計算機輔助分析技術,加上對從醫學影像中獲取更多信息的持續需求,促使數位處理技術在癌症檢測及其他醫學領域的應用日益增長。

本書是學生和專業人士的重要工具,匯編並解釋了醫學影像模式識別中經過驗證和前沿的方法。

- 新版擴展了信號分析的內容,這在第一版中僅有淺顯的介紹
- 新章節涵蓋了聚類有效性技術、乳腺MRI中的計算機輔助診斷系統、功能性、對比增強及灌注心血管MRI中的時空模型
- 為讀者提供了對最新模式識別和信號分析技術、建模及應用的無與倫比的見解