Shape Analysis in Medical Image Analysis (Lecture Notes in Computational Vision and Biomechanics)
暫譯: 醫學影像分析中的形狀分析(計算視覺與生物力學講義)

  • 出版商: Springer
  • 出版日期: 2014-02-07
  • 售價: $4,600
  • 貴賓價: 9.5$4,370
  • 語言: 英文
  • 頁數: 442
  • 裝訂: Hardcover
  • ISBN: 3319038125
  • ISBN-13: 9783319038124
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice.

This volume treats topics such as for example, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms.

This work will be of interest to researchers, students and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.

商品描述(中文翻譯)

本書包含十三篇來自國際知名專家的貢獻,針對醫學影像分析中的形狀分析重要議題進行探討,包括影像分割、配準、建模和分類的技術,以及在生物學、心臟、大腦、脊椎、胸部、肺部和臨床實踐中的應用。

本卷探討的主題包括,例如,解剖和功能形狀表示與匹配;基於形狀的醫學影像分割;形狀配準;統計形狀分析;形狀變形;基於形狀的異常檢測;形狀追蹤和縱向形狀分析;用於形狀建模和分析的機器學習;基於形狀的電腦輔助診斷;基於形狀的醫學導航;形狀表示、分析和建模算法的基準和驗證。

這項工作將吸引人工智慧、生物工程、生物力學、計算力學、計算視覺、計算機科學、人類運動、數學、醫學影像、醫學、模式識別和物理學領域的研究人員、學生和製造商的興趣。

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