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市场调查报告书
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1756451

预测医疗保健人工智慧市场（按组件、按应用、按技术、按最终用途、按国家和地区）—2024 年至 2032 年的行业分析、市场规模、市场份额和预测

AI for Predictive Healthcare Market, By Component, By Application, By Technology, By End-use, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032
出版日期: | 出版商: AnalystView Market Insights | 英文 351 Pages | 商品交期: 2-3个工作天内

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简介目录

报告重点

2024 年，预测医疗保健人工智慧市场规模价值 94.5612 亿美元，2024 年至 2032 年的复合年增长率为 33.5%。

预测医疗保健市场的人工智慧—市场动态

个人化医疗需求不断成长

个人化医疗需求的不断增长是人工智慧在预测性医疗保健领域发展的关键驱动力。患者和医疗保健提供者寻求基于个人基因、生活方式和环境因素的客製化治疗方案。人工智慧透过快速分析大量复杂资料集，实现精准的风险评估和个人化介入。这种向个人化护理的转变提高了治疗效果和患者预后，推动了人工智慧预测工具的普及。此外，基因组学和穿戴式技术的进步提供了更多资料，从而提高了人工智慧的预测准确性。随着医疗保健朝向个人化方法迈进，人工智慧驱动的预测解决方案市场持续快速扩张。

预测医疗保健市场的人工智慧—关键见解

根据我们的研究分析师，预计全球预测医疗保健人工智慧市场在 2024 年至 2032 年期间的复合年增长率约为 33.5%。

2024 年按技术细分，机器学习类别占据市场主导地位。

根据最终用途，医疗保健提供者（医院、门诊设施等）部门在 2024 年创造了最多的收入。

按地区划分，2024年北美是收入最高的地区。

预测医疗保健市场的人工智慧-細項分析：

全球预测医疗保健人工智慧市场分为五大类：组件、最终用途、应用、技术和区域。

按技术划分，预测性医疗市场的人工智慧分为机器学习、自然语言处理 (NLP)、情境感知计算和电脑视觉。机器学习主导着这个市场，因为它能够分析大量医疗资料、识别模式并对患者结果做出准确预测。它使预测模型能够透过新资料不断改进，支持早期诊断和个人化治疗计划。 NLP 在处理非结构化医疗记录和临床记录方面发挥着至关重要的作用，而情境感知计算透过整合环境和病患情境来增强即时决策。电脑视觉有助于医学影像分析以检测疾病。然而，机器学习仍然是最广泛采用的技术，因为它在各种预测性医疗应用中用途广泛且已被证实有效，从而推动了显着的市场成长。

根据最终用途，预测性医疗保健的人工智慧市场细分为医疗服务提供者（医院、门诊机构及其他）、医疗支付者、医疗公司（製药、生物技术、医疗器材）、病患及其他。其中，医疗服务提供者因其在患者诊断、治疗和监测中的直接作用而占据主导地位。医院和门诊机构越来越多地采用人工智慧驱动的预测工具，以改善临床决策、降低再入院率并改善患者预后。他们对高效资源管理和降低成本的需求进一步推动了人工智慧的应用。虽然医疗支付方和公司利用人工智慧进行风险评估和药物开发，但其对患者护理的直接且显着的益处使其成为推动预测性医疗保健市场成长和技术整合的主要最终用户。

预测医疗保健市场的人工智慧—地理洞察

从地理分布来看，预测医疗保健人工智慧市场分布在北美、亚太、拉丁美洲、欧洲、中东和非洲。这些地区根据业务来源国进一步划分。

北美是预测性医疗保健人工智慧市场的主导地区，其驱动力源于先进的医疗基础设施、对人工智慧研究的大量投入以及数位医疗技术的广泛应用。美国凭藉强大的政府倡议、强劲的新创企业生态系统以及众多关键技术和医疗保健公司，在人工智慧预测性医疗保健市场中占据领先地位。高昂的医疗支出和日益增长的个人化医疗需求也推动了市场的成长。此外，监管支援和大量的医疗资料促进了人工智慧预测工具的开发和部署，使北美成为预测性医疗保健领域创新和市场扩张的关键枢纽。

亚太地区是预测性医疗保健人工智慧市场的另一个领先地区，这得益于技术的快速进步、医疗保健意识的不断提升以及政府对数位医疗计划日益增长的支持。中国、日本和印度等国家凭藉其庞大的患者群体和对医疗人工智慧的持续投入，成为该市场的主要贡献者。该地区受益于医疗基础设施的不断改进以及对早期疾病检测和管理的日益重视。此外，智慧型手机普及率的不断提高和远距医疗的普及也为人工智慧的整合创造了机会，使亚太地区成为一个快速成长的市场，在预测性医疗保健解决方案方面拥有巨大的潜力。

预测医疗保健市场的人工智慧—竞争格局：

预测性医疗保健人工智慧市场由成熟的科技巨头和专注于医疗保健人工智慧解决方案的创新新创公司共同塑造。 IBM、微软、NVIDIA、GE Healthcare 和 Google 等领先企业凭藉其先进的人工智慧平台占据主导地位，这些平台能够增强预测分析、个人化治疗和患者监测。这些公司在研发方面投入巨资，致力于开发可扩展、安全且精准的人工智慧驱动型医疗保健工具，同时确保合规性。新创公司和小型企业则在自然语言处理和医学影像等细分领域贡献创新。这种充满活力的竞争推动着人工智慧的持续进步，鼓励医疗保健提供者、支付方和製药公司广泛采用人工智慧预测解决方案，最终改善临床疗效并提高营运效率。

最新动态：

2025 年 3 月，微软推出了全新的 Azure Health AI 平台，旨在透过针对医疗应用量身定制的增强安全性和合规性功能来加速医疗资料分析并改善预测诊断。

2025 年 1 月，GE 医疗推出了一款人工智慧影像解决方案，整合了预测分析功能，可协助放射科医师进行早期疾病检测，提高诊断准确性和工作流程效率。

目录

第一章：预测性医疗保健人工智慧市场概述

  • 研究范围
  • 市场估计年限

第二章：执行摘要

  • 市场片段
    • 预测性医疗保健市场 AI 组件片段
    • 预测性医疗保健人工智慧市场片段（按应用）
    • 预测性医疗保健市场 AI 技术片段
    • 预测性医疗保健人工智慧市场片段（按最终用途）
    • 预测性医疗保健人工智慧市场（按国家/地区）
    • 预测性医疗保健人工智慧市场（按地区）
  • 竞争洞察

第三章：预测性医疗保健的人工智慧关键市场趋势

  • 人工智慧预测医疗保健市场驱动因素
    • 市场驱动因素的影响分析
  • 人工智慧预测医疗保健市场限制
    • 市场限制的影响分析
  • 人工智慧预测医疗保健市场机会
  • 预测医疗保健市场未来趋势的人工智慧

第四章：人工智慧预测医疗产业研究

  • PEST分析
  • 波特五力分析
  • 成长前景图
  • 规范架构分析

第五章：预测性医疗保健市场的人工智慧：地缘政治紧张局势升级的影响

  • COVID-19 疫情的影响
  • 俄乌战争的影响
  • 中东衝突的影响

第六章：人工智慧预测医疗保健市场格局

  • 2023 年预测医疗保健人工智慧市场份额分析
  • 按主要製造商分類的细分数据
    • 成熟玩家分析
    • 新兴企业分析

第 7 章：预测性医疗保健市场中的人工智慧 - 按组件

  • 概述
    • 按组件分類的细分市场占有率分析
    • 硬体
      • 处理器
      • MPU（记忆体保护单元）
      • FPGA（现场可程式化闸阵列）
      • GPU（图形处理单元）
      • ASIC（专用积体电路）
      • 记忆
      • 网路
      • 适配器
      • 互连
      • 转变
    • 软体解决方案
      • 人工智慧平台
      • 应用程式介面（API）
      • 机器学习框架
      • 人工智慧解决方案
      • 本地
      • 基于云端
    • 服务
      • 部署与集成
      • 支援与维护
      • 其他（咨询、合规管理等）

第 8 章：预测性医疗保健市场的人工智慧 - 按应用

  • 概述
    • 按应用细分市场占有率分析
    • 机器人辅助手术
    • 虚拟助理
    • 行政工作流程助理
    • 连网医疗设备
    • 医学影像与诊断
    • 临床试验
    • 诈欺侦测
    • 网路安全
    • 减少剂量误差
    • 精准医疗
    • 药物发现与开发
    • 生活方式管理和远端病人监控
    • 穿戴式装置
    • 其他（患者参与等）

第九章：预测性医疗保健市场的人工智慧 - 按技术

  • 概述
    • 按技术细分的市场份额分析
    • 机器学习
      • 深度学习
      • 监督
      • 无监督
      • 其他（强化学习、半监督）
    • 自然语言处理
      • 智慧协助
      • OCR（光学字元辨识）
      • 自动编码
      • 文字分析
      • 语音分析
      • 分类和归类
    • 情境感知计算
    • 电脑视觉

第 10 章：预测性医疗保健市场中的人工智慧 - 按最终用途

  • 概述
    • 按最终用途分類的细分市场份额分析
    • 医疗保健提供者（医院、门诊设施等）
    • 医疗保健付款人
    • 医疗保健公司（製药、生技、医疗器材）
    • 患者
    • 其他的

第 11 章：预测性医疗保健市场的人工智慧 - 按地理划分

  • 介绍
    • 按地区分類的细分市场占有率分析
  • 北美洲
    • 概述
    • 北美预测医疗保健人工智慧主要製造商
    • 北美市场规模及预测（按国家/地区）
    • 北美市场规模及预测（按组件）
    • 北美市场规模和预测（按应用）
    • 北美市场规模和预测（按技术）
    • 北美市场规模及预测（依最终用途）
    • 我们
    • 加拿大
  • 欧洲
    • 概述
    • 欧洲预测医疗保健人工智慧主要製造商
    • 欧洲市场规模及预测（按国家/地区）
    • 欧洲市场规模及预测（按组成部分）
    • 欧洲市场规模和预测，按应用
    • 欧洲市场规模与预测（按技术）
    • 欧洲市场规模及预测（依最终用途）
    • 德国
    • 义大利
    • 英国
    • 法国
    • 俄罗斯
    • 荷兰
    • 瑞典
    • 波兰
    • 欧洲其他地区
  • 亚太地区 (APAC)
    • 概述
    • 亚太地区预测性医疗保健人工智慧主要製造商
    • 亚太市场规模及预测（按国家/地区）
    • 亚太市场规模及预测（按组成部分）
    • 亚太市场规模及预测（按应用）
    • 亚太市场规模及预测（按技术）
    • 亚太市场规模及预测（依最终用途）
    • 印度
    • 中国
    • 日本
    • 韩国
    • 澳洲
    • 泰国
    • 印尼
    • 菲律宾
    • 亚太地区其他地区
  • 拉丁美洲
    • 概述
    • 拉丁美洲预测性医疗保健关键製造商的人工智慧
    • 拉丁美洲市场规模及预测（按国家/地区）
    • 拉丁美洲市场规模及预测（按组成部分）
    • 拉丁美洲市场规模与预测（按应用）
    • 拉丁美洲市场规模及预测（按技术）
    • 拉丁美洲市场规模及预测（依最终用途）
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥伦比亚
    • 拉丁美洲其他地区
  • 中东和非洲
    • 概述
    • 中东和非洲预测性医疗保健关键製造商的人工智慧
    • 中东和非洲市场规模及预测（按国家/地区）
    • 中东和非洲市场规模及预测（按组成部分）
    • 中东和非洲市场规模和预测（按应用）
    • 中东和非洲市场规模及预测（按技术）
    • 中东和非洲市场规模及预测（按最终用途）
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 以色列
    • 土耳其
    • 阿尔及利亚
    • 埃及
    • MEA 其余地区

第 12 章：关键供应商分析-预测医疗产业的人工智慧

  • 竞争仪錶板
    • Competitive Benchmarking
    • Competitive Positioning
  • 公司简介
    • Microsoft
    • IBM
    • NVIDIA Corporation
    • Intel Corporation
    • Itrex Group
    • GE Healthcare
    • Medtronic
    • Oracle
    • Medidata
    • Google
    • IQVIA
    • Others

第 13 章：360 度分析师视角

第 14 章：附录

  • 研究方法
  • 参考
  • 缩写
  • 免责声明
  • 联络我们
简介目录
Product Code: ANV5353

REPORT HIGHLIGHT

AI for Predictive Healthcare Market size was valued at USD 9,456.12 Million in 2024, expanding at a CAGR of 33.5% from 2024 to 2032.

AI for Predictive Healthcare uses advanced algorithms and machine learning to analyze medical data and predict health outcomes. By processing patient histories, genetic information, lifestyle factors, and real-time health metrics, AI models identify the risks of diseases before symptoms appear. This enables early intervention, personalized treatment plans, and improved patient monitoring. Predictive AI helps healthcare providers anticipate complications, optimize resource allocation, and enhance preventive care. Ultimately, it transforms reactive medicine into proactive care, improving patient outcomes while reducing costs and hospital admissions through data-driven insights and continuous learning from diverse health datasets.

AI for Predictive Healthcare Market- Market Dynamics

Growing Demand for Personalized Medicine

The increasing demand for personalized medicine is a key driver for AI in predictive healthcare. Patients and healthcare providers seek tailored treatment plans based on individual genetic, lifestyle, and environmental factors. AI enables precise risk assessments and customized interventions by analyzing vast and complex datasets quickly. This shift toward personalized care improves treatment efficacy and patient outcomes, fueling the adoption of AI-powered predictive tools. Additionally, advancements in genomics and wearable technology provide more data, enhancing AI's predictive accuracy. As healthcare moves toward individualized approaches, the market for AI-driven predictive solutions continues to expand rapidly.

AI for Predictive Healthcare Market- Key Insights

According to our research analyst, the global AI for Predictive Healthcare Market is expected to develop at a CAGR of approximately 33.5% between 2024-2032.

Segmented by Technology in 2024, the Machine Learning category dominated the market.

Based on End-use, the Healthcare providers (hospitals, outpatient facilities, and others) segment generated the most income in 2024.

Based on region, in 2024, North America was the region with the highest revenue.

AI for Predictive Healthcare Market- Segmentation Analysis:

The global AI for Predictive Healthcare Market is divided into Five categories: Component, End-use, Application, Technology, and Region.

By technology, the AI for the predictive healthcare market is divided into Machine Learning, Natural Language Processing (NLP), Context-Aware Computing, and Computer Vision. Machine Learning dominates this market due to its powerful ability to analyze vast amounts of healthcare data, identify patterns, and make accurate predictions about patient outcomes. It enables predictive models that continuously improve with new data, supporting early diagnosis and personalized treatment plans. NLP plays a crucial role in processing unstructured medical records and clinical notes, while Context-Aware Computing enhances real-time decision-making by integrating environmental and patient context. Computer Vision assists in medical imaging analysis for disease detection. However, Machine Learning remains the most widely adopted technology because of its versatility and proven effectiveness across various predictive healthcare applications, driving significant market growth.

By end use, the AI for predictive healthcare market is segmented into healthcare providers (hospitals, outpatient facilities, and others), healthcare payers, healthcare companies (pharmaceutical, biotechnology, medical devices), patients, and others. Among these, healthcare providers hold the dominant share due to their direct role in patient diagnosis, treatment, and monitoring. Hospitals and outpatient facilities increasingly adopt AI-driven predictive tools to improve clinical decision-making, reduce readmissions, and enhance patient outcomes. Their need for efficient resource management and cost reduction further fuels adoption. While healthcare payers and companies leverage AI for risk assessment and drug development, the immediate, impactful benefits for patient care make healthcare providers the primary end users driving market growth and technology integration in predictive healthcare.

AI for Predictive Healthcare Market- Geographical Insights

Geographically, the AI for Predictive Healthcare Market is distributed throughout North America, Asia Pacific, Latin America, Europe, the Middle East, and Africa. These regions are further divided based on the nations bringing in business.

North America is a dominant region in the AI for predictive healthcare market, driven by advanced healthcare infrastructure, significant investments in AI research, and widespread adoption of digital health technologies. The United States leads with strong government initiatives, a robust startup ecosystem, and the presence of key technology and healthcare companies. High healthcare expenditure and growing demand for personalized medicine also contribute to market growth. Additionally, regulatory support and large volumes of healthcare data facilitate the development and deployment of AI-powered predictive tools, making North America a key hub for innovation and market expansion in predictive healthcare.

Asia Pacific is another leading region in the AI for predictive healthcare market, propelled by rapid technological advancements, increasing healthcare awareness, and growing government support for digital health initiatives. Countries like China, Japan, and India are major contributors due to their large patient populations and rising investments in healthcare AI. The region benefits from improving healthcare infrastructure and a growing focus on early disease detection and management. Additionally, expanding smartphone penetration and telemedicine adoption creates opportunities for AI integration, positioning Asia Pacific as a fast-growing market with immense potential for predictive healthcare solutions.

AI for Predictive Healthcare Market- Competitive Landscape:

The AI for predictive healthcare market is shaped by established technology giants and innovative startups focusing on healthcare AI solutions. Leading players such as IBM, Microsoft, NVIDIA, GE Healthcare, and Google dominate by offering advanced AI platforms that enhance predictive analytics, personalized treatment, and patient monitoring. These companies invest heavily in R&D to develop scalable, secure, and accurate AI-driven healthcare tools while ensuring regulatory compliance. Startups and smaller firms contribute innovation in niche areas like natural language processing and medical imaging. This dynamic competition drives continuous advancements, encouraging widespread adoption of AI predictive solutions across healthcare providers, payers, and pharmaceutical companies, ultimately improving clinical outcomes and operational efficiency.

Recent Developments:

In March 2025, Microsoft launched its new Azure Health AI platform, designed to accelerate healthcare data analysis and improve predictive diagnostics with enhanced security and compliance features tailored for medical applications.

In January 2025, GE Healthcare introduced an AI-powered imaging solution that integrates predictive analytics to assist radiologists in early disease detection, improving diagnostic accuracy and workflow efficiency.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

  • Microsoft
  • IBM
  • NVIDIA Corporation
  • Intel Corporation
  • Itrex Group
  • GE Healthcare
  • Medtronic
  • Oracle
  • Medidata
  • Google
  • IQVIA
  • Others

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET, BY COMPONENT - MARKET ANALYSIS, 2019 - 2032

  • Hardware
  • Processor
  • MPU (memory protection unit)
  • FPGA (Field-programmable gate array)
  • GPU (Graphics processing unit)
  • ASIC (Application-specific integrated circuit)
  • Memory
  • Network
  • Adapter
  • Interconnect
  • Switch
  • Software Solutions
  • AI platform
  • Application Program Interface (API)
  • Machine Learning Framework
  • AI Solutions
  • On premise
  • Cloud based
  • Services
  • Deployment & Integration
  • Support & Maintenance
  • Others (Consulting, Compliance management etc.)

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET, BY APPLICATION - MARKET ANALYSIS, 2019 - 2032

  • Robot Assisted Surgery
  • Virtual Assistants
  • Administrative Workflow Assistants
  • Connected Medical devices
  • Medical Imaging & Diagnostics
  • Clinical Trials
  • Fraud Detection
  • Cybersecurity
  • Dosage Error Reduction
  • Precision medicine
  • Drug discovery & development
  • Lifestyle management & remote patient monitoring
  • Wearables
  • Others (Patient engagement, etc.)

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET, BY TECHNOLOGY - MARKET ANALYSIS, 2019 - 2032

  • Machine Learning
  • Deep learning
  • Supervised
  • Unsupervised
  • Others (Reinforcement learning, Semi supervised)
  • Natural Language Processing
  • Smart Assistance
  • OCR (Optical Character Recognition)
  • Auto Coding
  • Text analytics
  • Speech analytics
  • Classification and categorization
  • Context-Aware Computing
  • Computer Vision

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET, BY END-USE - MARKET ANALYSIS, 2019 - 2032

  • Healthcare providers (hospitals, outpatient facilities, and others)
  • Healthcare payers
  • Healthcare companies (Pharmaceutical, Biotechnology, Medical Devices)
  • Patients
  • Others

GLOBAL AI FOR PREDICTIVE HEALTHCARE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1. AI for Predictive Healthcare Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. AI for Predictive Healthcare Market Snippet by Component
    • 2.1.2. AI for Predictive Healthcare Market Snippet by Application
    • 2.1.3. AI for Predictive Healthcare Market Snippet by Technology
    • 2.1.4. AI for Predictive Healthcare Market Snippet by End-use
    • 2.1.5. AI for Predictive Healthcare Market Snippet by Country
    • 2.1.6. AI for Predictive Healthcare Market Snippet by Region
  • 2.2. Competitive Insights

3. AI for Predictive Healthcare Key Market Trends

  • 3.1. AI for Predictive Healthcare Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. AI for Predictive Healthcare Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. AI for Predictive Healthcare Market Opportunities
  • 3.4. AI for Predictive Healthcare Market Future Trends

4. AI for Predictive Healthcare Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. AI for Predictive Healthcare Market: Impact of Escalating Geopolitical Tensions

  • 5.1. Impact of COVID-19 Pandemic
  • 5.2. Impact of Russia-Ukraine War
  • 5.3. Impact of Middle East Conflicts

6. AI for Predictive Healthcare Market Landscape

  • 6.1. AI for Predictive Healthcare Market Share Analysis, 2023
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. AI for Predictive Healthcare Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2023 & 2032 (%)
    • 7.1.2. Hardware
      • 7.1.2.1. Processor
      • 7.1.2.1.1. MPU (memory protection unit)
      • 7.1.2.1.2. FPGA (Field-programmable gate array)
      • 7.1.2.1.3. GPU (Graphics processing unit)
      • 7.1.2.1.4. ASIC (Application-specific integrated circuit)
      • 7.1.2.2. Memory
      • 7.1.2.3. Network
      • 7.1.2.3.1. Adapter
      • 7.1.2.3.2. Interconnect
      • 7.1.2.3.3. Switch
    • 7.1.3. Software Solutions
      • 7.1.3.1. AI platform
      • 7.1.3.1.1. Application Program Interface (API)
      • 7.1.3.1.2. Machine Learning Framework
      • 7.1.3.2. AI Solutions
      • 7.1.3.2.1. On premise
      • 7.1.3.2.2. Cloud based
    • 7.1.4. Services
      • 7.1.4.1. Deployment & Integration
      • 7.1.4.2. Support & Maintenance
      • 7.1.4.3. Others (Consulting, Compliance management etc.)

8. AI for Predictive Healthcare Market - By Application

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 8.1.2. Robot Assisted Surgery
    • 8.1.3. Virtual Assistants
    • 8.1.4. Administrative Workflow Assistants
    • 8.1.5. Connected Medical devices
    • 8.1.6. Medical Imaging & Diagnostics
    • 8.1.7. Clinical Trials
    • 8.1.8. Fraud Detection
    • 8.1.9. Cybersecurity
    • 8.1.10. Dosage Error Reduction
    • 8.1.11. Precision medicine
    • 8.1.12. Drug discovery & development
    • 8.1.13. Lifestyle management & remote patient monitoring
    • 8.1.14. Wearables
    • 8.1.15. Others (Patient engagement, etc.)

9. AI for Predictive Healthcare Market - By Technology

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
    • 9.1.2. Machine Learning
      • 9.1.2.1. Deep learning
      • 9.1.2.2. Supervised
      • 9.1.2.3. Unsupervised
      • 9.1.2.4. Others (Reinforcement learning, Semi supervised)
    • 9.1.3. Natural Language Processing
      • 9.1.3.1. Smart Assistance
      • 9.1.3.2. OCR (Optical Character Recognition)
      • 9.1.3.3. Auto Coding
      • 9.1.3.4. Text analytics
      • 9.1.3.5. Speech analytics
      • 9.1.3.6. Classification and categorization
    • 9.1.4. Context-Aware Computing
    • 9.1.5. Computer Vision

10. AI for Predictive Healthcare Market - By End-use

  • 10.1. Overview
    • 10.1.1. Segment Share Analysis, By End-use, 2023 & 2032 (%)
    • 10.1.2. Healthcare providers (hospitals, outpatient facilities, and others)
    • 10.1.3. Healthcare payers
    • 10.1.4. Healthcare companies (Pharmaceutical, Biotechnology, Medical Devices)
    • 10.1.5. Patients
    • 10.1.6. Others

11. AI for Predictive Healthcare Market- By Geography

  • 11.1. Introduction
    • 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 11.2. North America
    • 11.2.1. Overview
    • 11.2.2. AI for Predictive Healthcare Key Manufacturers in North America
    • 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.2.5. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.6. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.2.7. North America Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.2.8. U.S.
      • 11.2.8.1. Overview
      • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.8.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.8.4. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.8.5. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.8.6. U.S. Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.2.9. Canada
      • 11.2.9.1. Overview
      • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.9.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.9.4. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.9.5. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.2.9.6. Canada Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
  • 11.3. Europe
    • 11.3.1. Overview
    • 11.3.2. AI for Predictive Healthcare Key Manufacturers in Europe
    • 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.5. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.6. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.7. Europe Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.8. Germany
      • 11.3.8.1. Overview
      • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.8.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.8.4. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.8.5. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.8.6. Germany Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.9. Italy
      • 11.3.9.1. Overview
      • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.9.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.9.4. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.9.5. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.9.6. Italy Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.10. United Kingdom
      • 11.3.10.1. Overview
      • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.10.4. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.10.5. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.10.6. United Kingdom Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.11. France
      • 11.3.11.1. Overview
      • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.11.4. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.11.5. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.11.6. France Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.12. Russia
      • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.12.2. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.12.3. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.12.4. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.12.5. Russia Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.13. Netherlands
      • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.13.2. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.13.3. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.13.4. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.13.5. Netherlands Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.14. Sweden
      • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.14.2. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.14.3. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.14.4. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.14.5. Sweden Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.15. Poland
      • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.15.2. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.15.3. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.15.4. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.15.5. Poland Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.3.16. Rest of Europe
      • 11.3.16.1. Overview
      • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.3.16.6. Rest of the Europe Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
  • 11.4. Asia Pacific (APAC)
    • 11.4.1. Overview
    • 11.4.2. AI for Predictive Healthcare Key Manufacturers in Asia Pacific
    • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.4.4. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.5. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.6. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.7. Asia Pacific Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.8. India
      • 11.4.8.1. Overview
      • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.8.4. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.8.5. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.8.6. India Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.9. China
      • 11.4.9.1. Overview
      • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.9.4. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.9.5. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.9.6. China Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.10. Japan
      • 11.4.10.1. Overview
      • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.10.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.10.4. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.10.5. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.10.6. Japan Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.11. South Korea
      • 11.4.11.1. Overview
      • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.11.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.11.4. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.11.5. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.11.6. South Korea Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.12. Australia
      • 11.4.12.1. Overview
      • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.12.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.12.4. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.12.5. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.12.6. Australia Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.13. Thailand
      • 11.4.13.1. Overview
      • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.13.4. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.13.5. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.13.6. Thailand Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.14. Indonesia
      • 11.4.14.1. Overview
      • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.14.4. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.14.5. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.14.6. Indonesia Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.15. Philippines
      • 11.4.15.1. Overview
      • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.15.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.15.4. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.15.5. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.15.6. Philippines Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.4.16. Rest of APAC
      • 11.4.16.1. Overview
      • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.16.4. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.16.5. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.4.16.6. Rest of APAC Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
  • 11.5. Latin America
    • 11.5.1. Overview
    • 11.5.2. AI for Predictive Healthcare Key Manufacturers in Latin America
    • 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.5.4. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.5. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.6. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.7. Latin America Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.5.8. Brazil
      • 11.5.8.1. Overview
      • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.8.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.8.4. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.8.5. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.8.6. Brazil Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.5.9. Mexico
      • 11.5.9.1. Overview
      • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.9.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.9.4. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.9.5. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.9.6. Mexico Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.5.10. Argentina
      • 11.5.10.1. Overview
      • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.10.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.10.4. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.10.5. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.10.6. Argentina Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.5.11. Colombia
      • 11.5.11.1. Overview
      • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.11.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.11.4. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.11.5. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.11.6. Colombia Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.5.12. Rest of LATAM
      • 11.5.12.1. Overview
      • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.5.12.6. Rest of LATAM Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
  • 11.6. Middle East and Africa
    • 11.6.1. Overview
    • 11.6.2. AI for Predictive Healthcare Key Manufacturers in Middle East and Africa
    • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.5. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.6. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.7. Middle East and Africa Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.8. Saudi Arabia
      • 11.6.8.1. Overview
      • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.8.6. Saudi Arabia Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.9. United Arab Emirates
      • 11.6.9.1. Overview
      • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.9.6. United Arab Emirates Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.10. Israel
      • 11.6.10.1. Overview
      • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.10.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.10.4. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.10.5. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.10.6. Israel Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.11. Turkey
      • 11.6.11.1. Overview
      • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.11.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.11.4. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.11.5. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.11.6. Turkey Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.12. Algeria
      • 11.6.12.1. Overview
      • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.12.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.12.4. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.12.5. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.12.6. Algeria Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.13. Egypt
      • 11.6.13.1. Overview
      • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.13.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.13.4. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.13.5. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.13.6. Egypt Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)
    • 11.6.14. Rest of MEA
      • 11.6.14.1. Overview
      • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.14.4. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.14.5. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
      • 11.6.14.6. Rest of MEA Market Size and Forecast, By End-use, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- AI for Predictive Healthcare Industry

  • 12.1. Competitive Dashboard
    • 12.1.1. Competitive Benchmarking
    • 12.1.2. Competitive Positioning
  • 12.2. Company Profiles
    • 12.2.1. Microsoft
    • 12.2.2. IBM
    • 12.2.3. NVIDIA Corporation
    • 12.2.4. Intel Corporation
    • 12.2.5. Itrex Group
    • 12.2.6. GE Healthcare
    • 12.2.7. Medtronic
    • 12.2.8. Oracle
    • 12.2.9. Medidata
    • 12.2.10. Google
    • 12.2.11. IQVIA
    • 12.2.12. Others

13. 360 Degree Analyst View

14. Appendix

  • 14.1. Research Methodology
  • 14.2. References
  • 14.3. Abbreviations
  • 14.4. Disclaimer
  • 14.5. Contact Us