Biomedical Imaging Technology
暫譯: 生物醫學影像技術
Dogra, Ayush
- 出版商: Wiley
- 出版日期: 2025-11-20
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 256
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1394348053
- ISBN-13: 9781394348053
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相關分類:
影像辨識 Image-recognition
海外代購書籍(需單獨結帳)
相關主題
商品描述
Explore emerging applications for AI, machine learning, and deep learning in biomedical imaging technologies
In Biomedical Imaging Technology: Signal Processing Strategies and Innovations, a team of distinguished researchers deliver an expert discussion on the application of imaging and signal processing techniques to healthcare technologies like X-ray, MRI, CT, ultrasound, and others. Beginning with an introduction to biomedical imaging, the book goes on to explain more advanced imaging technologies, like molecular and optical imaging.
This book provides a blend of theory and practical applications, exploring the role of AI and AI algorithms in enhancing diagnostic accuracy. It discusses machine and deep learning approaches for improving computer-aided diagnosis systems and the integration of signal processing within various imaging modalities.
Readers will also find:
- A thorough introduction to contemporary approaches to optical imaging, including fluorescence imaging, photoacoustic imaging, and Optical Coherence Tomography (OCT)
- Comprehensive explorations of image-guided interventions, theranostics in cancer treatment, and advancements in surgical navigation
- Practical discussions of emerging trends in the field and up-and-coming innovations
- Case studies and practical examples from real-world locations
Perfect for researchers in biomedical engineering, imaging, and signal processing, Biomedical Imaging Technology will also benefit undergraduate and graduate students studying electrical engineering subjects, like biomedical imaging and signal processing.
商品描述(中文翻譯)
**探索人工智慧、機器學習和深度學習在生物醫學影像技術中的新興應用**
在《生物醫學影像技術:信號處理策略與創新》一書中,一組傑出的研究者對影像和信號處理技術在醫療技術中的應用進行了專業討論,包括X光、MRI、CT、超聲波等技術。書中首先介紹了生物醫學影像,接著解釋了更先進的影像技術,如分子影像和光學影像。
本書結合了理論與實際應用,探討人工智慧及其演算法在提高診斷準確性方面的角色。它討論了機器學習和深度學習方法在改善電腦輔助診斷系統中的應用,以及信號處理在各種影像模式中的整合。
讀者還將發現:
- 對當代光學影像方法的全面介紹,包括螢光影像、光聲影像和光學相干斷層掃描(OCT)
- 對影像引導介入、癌症治療中的治療診斷學以及手術導航的進展進行全面探討
- 對該領域新興趨勢和即將出現的創新進行實用討論
- 來自真實世界地點的案例研究和實際範例
《生物醫學影像技術》非常適合生物醫學工程、影像學和信號處理的研究人員,同時也將惠及學習電機工程相關科目的本科生和研究生,如生物醫學影像和信號處理。
作者簡介
Ayush Dogra, PhD, is an Assistant Director at Chitkara University, Punjab, India. His research areas include image fusion, image enhancement, image registration, and image denoising.
Shalli Rani, PhD, is a Professor and Director at Chitkara University, Punjab, India. She is a Senior Member of the IEEE and her research interests include Internet of Things, WSN, cloud computing, network security, and machine learning.
Ankita Sharma, PhD, is an Assistant Professor at Chitkara University, Punjab, India. She has authored numerous national and international publications in peer-reviewed journals.
作者簡介(中文翻譯)
Ayush Dogra, PhD, 是印度旁遮普州Chitkara大學的助理主任。他的研究領域包括影像融合、影像增強、影像配準和影像去噪。
Shalli Rani, PhD, 是印度旁遮普州Chitkara大學的教授及主任。她是IEEE的資深會員,研究興趣包括物聯網、無線傳感器網路、雲端計算、網路安全和機器學習。
Ankita Sharma, PhD, 是印度旁遮普州Chitkara大學的助理教授。她在多本經過同行評審的期刊上發表了許多國內和國際的論文。