Applications of Artificial Intelligence in Healthcare and Biomedicine
Subasi, Abdulhamit
- 出版商: Academic Press
- 出版日期: 2024-03-15
- 售價: $5,270
- 貴賓價: 9.5 折 $5,007
- 語言: 英文
- 頁數: 548
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443223084
- ISBN-13: 9780443223082
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
相關主題
商品描述
Applications of Artificial Intelligence in Healthcare and Biomedicine provides ?updated knowledge on the applications of artificial intelligence in medical image analysis. In 16 chapters, it presents artificial applications in Electrocardiogram (ECG), Electroencephalogram (EEG) and Electromyography (EMG), signal analysis, Computed Tomography (CT), Magnetic Resonance Imaging (MR), and Ultrasound image analysis. It equips researchers with tools for early breast cancer detection from mammograms using artificial intelligence (AI), AI models to detect lung cancer using histopathological image, and a deep learning-based approach to get a proper and faster diagnosis of the Optical Coherence Tomography (OCT) images. In addition, it presents 3D medical image analysis using 3D Convolutional Neural Networks (CNNs). Final sections cover an AI-based approach to forecast diabetes patients' hospital re-admissions. This is a valuable resource for clinicians, researchers, and healthcare professionals who are interested in learning more about the applications of Artificial Intelligence and its impact in medical/biomedical image analysis.
商品描述(中文翻譯)
《人工智慧在醫療與生物醫學中的應用》提供了關於人工智慧在醫學影像分析中的最新知識。本書共分為16章,介紹了人工智慧在心電圖(ECG)、腦電圖(EEG)和肌電圖(EMG)、信號分析、電腦斷層掃描(CT)、磁共振成像(MR)和超聲波影像分析等方面的應用。它為研究人員提供了利用人工智慧從乳房X光攝影中早期檢測乳腺癌的工具,利用人工智慧模型從組織病理學影像中檢測肺癌,以及利用基於深度學習的方法對光學相干斷層掃描(OCT)影像進行正確且更快速的診斷。此外,本書還介紹了使用三維卷積神經網絡(CNNs)進行三維醫學影像分析的方法。最後一部分介紹了基於人工智慧的方法來預測糖尿病患者的住院再入院情況。這是一本對於臨床醫生、研究人員和醫療專業人員來說非常有價值的資源,他們對於人工智慧的應用及其在醫學/生物醫學影像分析中的影響感興趣。