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市場調查報告書

人工智慧(AI)在阿茲海默症的應用

Artificial Intelligence (AI) in Alzheimer's Applications

出版商 BCC Research 商品編碼 927575
出版日期 內容資訊 英文 40 Pages
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人工智慧(AI)在阿茲海默症的應用 Artificial Intelligence (AI) in Alzheimer's Applications
出版日期: 2020年03月03日內容資訊: 英文 40 Pages
簡介

包含醫療在內,AI對許多領域帶來了影響。在醫療領域,AI為診斷、治療、患者的恢復時間與預後,以及健康管理,帶來了飛躍性的進步。 AI特別適用於解決阿茲海默症(AD)等難以治療的病症的幾個相關重要問題,可以診斷並治療各種症狀。

本報告調查了人工智慧(AI)在阿茲海默症地應用,並統整了AI全球市場概要與對抗阿茲海默症時如何適用AI、阿茲海默症與主要的醫學問題、阿茲海默症的診斷、治療、研發、健康管理中的AI工具用途、為阿茲海默症開發的複雜演算法種類的相關資訊、在阿茲海默症診斷及治療活用AI的相關主要課題、有關阿茲海默症的AI的現在的與新的趨勢、近年成果與產業中的創新等。

第1章 技術焦點、市場展望

  • 人工智慧
  • 阿茲海默症相關主要醫學問題
  • AI在阿茲海默症現在的與新的應用
  • 診斷
  • 治療
  • 健康管理
  • 研究
  • 應用於阿茲海默症時使用的複雜的演算法種類
  • 機器學習/機器學習演算法
  • 自然語言處理及語音辨識演算法
  • 在阿茲海默症應用程式中關於使用AI的主要問題
  • 有關阿茲海默症的現在的AI新趨勢
  • 與各種診斷方法搭配
  • 多模態成像
  • 機器人學
  • 嵌入演算法
  • 藥物重定位 (重新評估藥效)
  • 近年成果
  • 健忘型輕度認知障礙 (prodromal AD) 患者的診斷
  • 擴散磁振造影
  • 為了評估大腦次領域而強化的ML演算法
  • 用於輕度認知障礙 (MCI) 的輻射生物標記
  • 人工智慧(AI)在阿茲海默症的應用的市場展望
  • 市場:類型別
  • 市場:地區別
  • 分析家資歷
  • BCC Research 相關報告
目錄
Product Code: BIO195A

Report Highlights:

AI is impacting many sectors, including healthcare. Within this sector AI is providing breakthrough in diagnostics, therapeutics, patients recovery time and outcomes, and health management. AI is being applied in the diagnosis and treatment of various medical conditions, in particular to solve some of the critical issues related to hard-to-cure diseases, such as Alzheimer’s (AD). This report summarizes the most relevant applications of artificial intelligence in AD and the various categories of supervised learning algorithms used in Alzheimer’s and their applications.

Report Includes:

  • An overview of the global market of artificial intelligence (AI) and a detailed review of how AI is being applied in fighting Alzheimer disease
  • Introduction to Alzheimer's and main medical issues
  • Description of AI tools applications in the diagnosis, therapy, R&D and health management of Alzheimer's
  • Information on types of complex algorithms developed for Alzheimer's
  • Coverage of major issues related to the utilization of AI for diagnosis and treatment of Alzheimer's
  • A look at the current and emerging trends in AI as it relates to Alzheimer's disease
  • Discussion on recent achievements and innovations within the industry

Table of Contents

Chapter 1: Technology Highlights and Market Outlook

  • Artificial Intelligence
  • Main Medical Issues Involved in Alzheimer's
  • Current and Emerging Applications of AI in Alzheimer's
    • Diagnosis
    • Therapy
    • Health Management
    • Research
  • Types of Complex Algorithms Used in Alzheimer's Applications
    • Machine Learning Algorithms
    • Natural Language Processing and Speech Recognition Algorithms
  • Major Issues Related to the Use of AI in Alzheimer's Applications
  • Current and Emerging Trends in AI Related to Alzheimer's Disease
    • Combination of Different Diagnosis Methods
    • Multimodal Imaging
    • Robotics
    • Ensembled Algorithms
    • Drug Repurposing
  • Recent Achievements
    • Diagnosis of Prodromal AD Individuals
    • Diffusion Weighted Imaging
    • Enhanced ML Algorithms for Evaluation of Brain Sub-regions
    • Radiomic Biomarkers for Amnestic MCI
  • Market Outlook for AI in Alzheimer's Applications
    • Market by Application
    • Market by AI Type
    • Market by Region
  • Analyst's Credentials
  • Related BCC Research Reports

List of Tables

  • Table 1: Global Market for Artificial Intelligence, by Region, Through 2024
  • Table 2: Artificial Intelligence in Alzheimer's Applications
  • Table 3: Supervised Learning Algorithms Used in Alzheimer's Applications
  • Table 4: Unsupervised Learning Algorithms Used in Alzheimer's Applications
  • Table 5: Semi-supervised Learning Algorithms Used in Alzheimer's Applications
  • Table 6: Reinforcement Learning Algorithms Used in Alzheimer's Applications
  • Table 7: Artificial Neural Networks Used in Alzheimer's Applications
  • Table 8: Current and Emerging Trends in Artificial Intelligence for Alzheimer's Applications
  • Table 9: Global Market for Artificial Intelligence in Alzheimer's Applications, by Type Through 2024
  • Table 10: Global Market for Artificial Intelligence in Alzheimer's Applications, by AI Type, Through 2024
  • Table 11: Global Market for Artificial Intelligence in Alzheimer's Applications, by Country/Region, Through 2024

List of Figures

  • Figure 1: Artificial Intelligence Capabilities
  • Figure 2: Global Market Shares of Artificial Intelligence, by Region, 2024
  • Figure 3: Global Market Shares of Artificial Intelligence in Alzheimer's Application, by Type 2024
  • Figure 4: Global Market Shares of Artificial Intelligence in Alzheimer's Applications, by AI Type, 2024
  • Figure 5: Global Market Shares of Artificial Intelligence in Alzheimer's Applications, by Country/Region, 2024