Diagnosing Musculoskeletal Conditions Using Artifical Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging

Kumar, Rakesh, Gupta, Meenu, Abraham, Ajith

  • 出版商: Academic Press
  • 出版日期: 2024-12-01
  • 售價: $7,050
  • 貴賓價: 9.5$6,698
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443328927
  • ISBN-13: 9780443328923
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Bone deformations can lead to musculoskeletal disorders and negatively impact on individual quality of life. Early and accurate detection of bone deformation is crucial for effective medical intervention. Diagnosing Musculoskeletal Conditions Using Artificial Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging outlines a comprehensive approach that integrates Artificial Intelligence (AI) and Machine Learning (ML) techniques to identify bone deformations promptly and accurately. By leveraging advanced image analysis and pattern recognition, this approach aims to revolutionize the field of orthopedic diagnostics. This book covers challenges, technologies, applications, and future trends of AI and ML in Bone Deformation, addressing advanced and innovative techniques, frameworks, methodologies, and practical implementations of machine learning to get early predictions of Bone deformation. Written by experts in the field for researchers, surgeons, students, and instructors interested in musculoskeletal conditions.

商品描述(中文翻譯)

骨骼變形可能導致肌肉骨骼疾病,並對個人的生活品質產生負面影響。及早且準確地檢測骨骼變形對於有效的醫療介入至關重要。《使用人工智慧和機器學習診斷肌肉骨骼疾病以輔助臨床影像解讀》概述了一種綜合方法,整合了人工智慧(AI)和機器學習(ML)技術,以迅速且準確地識別骨骼變形。通過利用先進的影像分析和模式識別,這種方法旨在徹底改變骨科診斷領域。本書涵蓋了AI和ML在骨骼變形中的挑戰、技術、應用及未來趨勢,探討了先進和創新的技術、框架、方法論以及機器學習的實際應用,以便及早預測骨骼變形。該書由該領域的專家撰寫,適合對肌肉骨骼疾病感興趣的研究人員、外科醫生、學生和講師。