3D Ultrasound: Devices, Applications, and Algorithms
暫譯: 3D 超音波:裝置、應用與演算法
Fenster, Aaron
- 出版商: CRC
- 出版日期: 2025-10-27
- 售價: $2,790
- 貴賓價: 9.5 折 $2,651
- 語言: 英文
- 頁數: 272
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032289813
- ISBN-13: 9781032289816
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
3D ultrasound techniques have been increasingly used in diagnosis, minimally invasive image-guided interventions, and intra-operative surgical use. Today, most ultrasound system manufacturers provide 3D imaging capability as part of the systems. This availability has stimulated researchers to develop various machine learning tools to automatically detect and diagnose diseases, such as cancer, monitor the progression and regression of diseases, such as carotid atherosclerosis, guide and track tools being introduced into the body, such as brachytherapy and biopsy needles.
This edited book is divided into three sections covering 3D ultrasound devices, 3D ultrasound applications, and machine learning tools using 3D ultrasound imaging and written with physicians, engineers, and advanced graduate students in mind.
Features:
- Provides descriptions of mechanical, tracking, and array approaches for generating 3D ultrasound images
- Details the applications of 3D ultrasound for diagnostic application and in image-guided intervention and surgery
- Explores the cutting-edge use of machine learning in detection, diagnosis, monitoring, and guidance for a variety of clinical applications
商品描述(中文翻譯)
3D 超音波技術在診斷、微創影像引導介入以及手術中的應用越來越普遍。如今,大多數超音波系統製造商都將 3D 成像能力作為系統的一部分提供。這種可用性促使研究人員開發各種機器學習工具,以自動檢測和診斷疾病,例如癌症,監測疾病的進展和退化,例如頸動脈粥樣硬化,並引導和追蹤進入體內的工具,例如近距離放射治療和活檢針。
本書分為三個部分,涵蓋 3D 超音波設備、3D 超音波應用以及使用 3D 超音波影像的機器學習工具,旨在為醫生、工程師和高年級研究生提供參考。
**特色:**
- 提供生成 3D 超音波影像的機械、追蹤和陣列方法的描述
- 詳細說明 3D 超音波在診斷應用及影像引導介入和手術中的應用
- 探討機器學習在檢測、診斷、監測和引導各種臨床應用中的前沿使用
作者簡介
Aaron Fenster, PhD, is a Scientist at the Robarts Research Institute, London, Ontario, Canada, and founder and past director of the Imaging Research Laboratories, at the Robarts Research Institute. He is a Professor and Chair of the Division of Imaging Sciences of the Department of Medical Imaging at The Western University. In addition, he is the founder and past Director of the graduate program in Biomedical Engineering and past Director of the Biomedical Imaging Research Centre at Western University.
作者簡介(中文翻譯)
Aaron Fenster,博士,是加拿大安大略省倫敦的Robarts研究所的科學家,也是該研究所影像研究實驗室的創始人及前任主任。他是西方大學醫學影像系影像科學部的教授及主任。此外,他還是西方大學生物醫學工程研究所研究生課程的創始人及前任主任,以及生物醫學影像研究中心的前任主任。