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市場調查報告書

生命科學的機器學習

Machine Learning in the Life Sciences

出版商 BCC Research 商品編碼 910265
出版日期 內容資訊 英文 16 Pages
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生命科學的機器學習 Machine Learning in the Life Sciences
出版日期: 2019年09月04日內容資訊: 英文 16 Pages
簡介

本報告提供生命科學的機器學習 (ML) 的相關調查,全球市場的展望,生命科學部門的用途,近幾年的進步,策略,主要課題,及目前/新的趨勢等相關分析。

第1章 技術亮點、市場展望

  • 人工智能、機器學習
    • 機器學習的演算法
    • 機器學習的一般用途
  • 生命科學的機器學習的應用
    • 診斷
    • 治療
    • 醫療保健管理
    • 其他應用
  • 主要課題
  • 目前/新的趨勢
    • 生物學
    • 成像
    • 診斷
    • 小兒科
    • 運算
  • 生命科學中機器學習近幾年的進步
  • 生命科學的機器學習的市場展望
  • 分析師的資格
  • 相關報告

關於BCC Research

目錄
Product Code: HLC245A

Report Highlights:

The report provides a detailed description of Machine learning (ML) as the branch of artificial intelligence and its possible range of functions. Latest developments and recent achievements in the life sciences due to machine learning will also be assessed.

Report Includes:

  • An overview of global market outlook for machine learning in life sciences
  • Identification of machine learning applications in life science sector
  • Recent achievements in life science due to machine learning
  • Strategies adopted in machine learning with focus on life science (e.g., types of algorithms, regression trees, artificial neural networks, and evolutionary computation)
  • Information on Gaussian process models
  • Coverage of major issues related to machine learning
  • Analysis of current and emerging trends in machine learning

Table of Contents

Chapter 1 Technology Highlights and Market Outlook

  • Artificial Intelligence and Machine Learning
  • Machine Learning Algorithms
  • General Applications of Machine Learning
  • Applications of Machine Learning in the Life Sciences
  • Diagnosis
  • Therapy
  • Healthcare Management
  • Other Applications
  • Major Issues
  • Current and Emerging Trends
  • Biology
  • Imaging
  • Diagnostics
  • Pediatrics
  • Computing
  • Recent Achievements in the Life Sciences Due to Machine Learning
  • Market Outlook for Machine Learning in the Life Sciences
  • Analyst's Credentials
  • Related BCC Research Reports

List of Tables

  • Table 1 : Applications of Machine Learning in the Life Sciences, by Field
  • Table 2 : Global Market for the Applications of Machine Learning in the Quantum Computing, by Country/Region, Through 2024
  • Table 3 : Current and Emerging Trends in the Applications of Machine Learning in the Life Sciences, by Field
  • Table 4 : Global Market for the Applications of Machine Learning in the Life Sciences, by Country/Region, Through 2024

List of Figures

  • Figure 1 : Global Market Shares for the Applications of Machine Learning in the Quantum Computing, by Country/Region, 2024
  • Figure 2 : Global Market Shares for the Applications of Machine Learning in the Life Sciences, by Country/Region, 2024
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