Recent Advances in Computational Intelligence Applications for Biometrics and Biomedical Devices
暫譯: 生物識別與生醫設備的計算智慧應用最新進展

Khamparia, Aditya, Gupta, Deepak

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商品描述

Recent Advances in Computational Intelligence Applications for Biometrics and Biomedical Devices focuses on the intersection of biometric-driven computational approaches and techniques within a connected multi-modal environment, particularly emphasizing their application in healthcare. It explores cutting-edge methodological approaches that leverage technologies like blockchain and integrate them with information fusion, data security for medical devices, and trust management. The book provides a comprehensive overview of the topics covered, including machine learning and deep learning for biomedical-based biometrics, computational medical imaging techniques, security strategies for healthcare systems, AI technology for multimodal biometrics, and feature reduction techniques. It also includes blockchain and fog computing models for medical sensor data storage, and evolutionary optimization for biometric feature identification and recognition, among others.

商品描述(中文翻譯)

《近期計算智能在生物識別和生醫設備應用的進展》專注於生物識別驅動的計算方法與技術在連接的多模態環境中的交集,特別強調其在醫療保健中的應用。該書探討了利用區塊鏈等技術的前沿方法論,並將其與信息融合、醫療設備的數據安全和信任管理相結合。書中提供了所涵蓋主題的全面概述,包括基於生醫的生物識別的機器學習和深度學習、計算醫學影像技術、醫療系統的安全策略、多模態生物識別的人工智慧技術以及特徵降維技術。它還包括用於醫療傳感器數據存儲的區塊鏈和雲邊計算模型,以及用於生物識別特徵識別和識別的進化優化等內容。