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市場調查報告書
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1756451

預測醫療保健人工智慧市場（按組件、按應用、按技術、按最終用途、按國家和地區）—2024 年至 2032 年的行業分析、市場規模、市場佔有率和預測

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個工作天內

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簡介目錄

報告重點

2024 年，預測醫療保健人工智慧市場規模價值 94.5612 億美元，2024 年至 2032 年的複合年成長率為 33.5%。

預測醫療保健市場的人工智慧—市場動態

個人化醫療需求不斷成長

個人化醫療需求的不斷成長是人工智慧在預測性醫療保健領域發展的關鍵驅動力。患者和醫療保健提供者尋求基於個人基因、生活方式和環境因素的客製化治療方案。人工智慧透過快速分析大量複雜資料集，實現精準的風險評估和個人化介入。這種向個人化護理的轉變提高了治療效果和患者預後，推動了人工智慧預測工具的普及。此外，基因組學和穿戴式技術的進步提供了更多資料，從而提高了人工智慧的預測準確性。隨著醫療保健朝向個人化方法邁進，人工智慧驅動的預測解決方案市場持續快速擴張。

預測醫療保健市場的人工智慧—關鍵見解

根據我們的研究分析師，預計全球預測醫療保健人工智慧市場在 2024 年至 2032 年期間的複合年成長率約為 33.5%。

2024 年按技術細分，機器學習類別佔據市場主導地位。

根據最終用途，醫療保健提供者（醫院、門診設施等）部門在 2024 年創造了最多的收入。

按地區分類，2024年北美是收入最高的地區。

預測醫療保健市場的人工智慧-細分分析：

全球預測醫療保健人工智慧市場分為五大類：組件、最終用途、應用、技術和區域。

按技術分類，預測性醫療市場的人工智慧分為機器學習、自然語言處理 (NLP)、情境感知計算和電腦視覺。機器學習主導著這個市場，因為它能夠分析大量醫療資料、識別模式並對患者結果做出準確預測。它使預測模型能夠透過新資料不斷改進，支持早期診斷和個人化治療計劃。 NLP 在處理非結構化醫療記錄和臨床記錄方面發揮著至關重要的作用，而情境感知計算透過整合環境和病患情境來增強即時決策。電腦視覺有助於醫學影像分析以檢測疾病。然而，機器學習仍然是最廣泛採用的技術，因為它在各種預測性醫療應用中用途廣泛且已被證實有效，從而推動了顯著的市場成長。

根據最終用途，預測性醫療保健的人工智慧市場細分為醫療服務提供者（醫院、門診機構及其他）、醫療支付者、醫療公司（製藥、生物技術、醫療器材）、病患及其他。其中，醫療服務提供者因其在患者診斷、治療和監測中的直接作用而佔據主導地位。醫院和門診機構擴大採用人工智慧驅動的預測工具，以改善臨床決策、降低再入院率並改善患者預後。他們對高效資源管理和降低成本的需求進一步推動了人工智慧的應用。雖然醫療支付方和公司利用人工智慧進行風險評估和藥物開發，但其對患者護理的直接且顯著的益處使其成為推動預測性醫療保健市場成長和技術整合的主要最終用戶。

預測醫療保健市場的人工智慧—地理洞察

從地理分佈來看，預測醫療保健人工智慧市場分佈在北美、亞太、拉丁美洲、歐洲、中東和非洲。這些地區根據業務來源國進一步分類。

北美是預測性醫療保健人工智慧市場的主導地區，其驅動力源於先進的醫療基礎設施、對人工智慧研究的大量投入以及數位醫療技術的廣泛應用。美國憑藉強大的政府舉措、強勁的新創企業生態系統以及眾多關鍵技術和醫療保健公司，在人工智慧預測性醫療保健市場中佔據領先地位。高昂的醫療支出和日益成長的個人化醫療需求也推動了市場的成長。此外，監管支援和大量的醫療資料促進了人工智慧預測工具的開發和部署，使北美成為預測性醫療保健領域創新和市場擴張的關鍵樞紐。

亞太地區是預測性醫療保健人工智慧市場的另一個領先地區，這得益於技術的快速進步、醫療保健意識的不斷提升以及政府對數位醫療計劃日益成長的支持。中國、日本和印度等國家憑藉其龐大的患者群體和對醫療人工智慧的持續投入，成為該市場的主要貢獻者。該地區受益於醫療基礎設施的不斷改進以及對早期疾病檢測和管理的日益重視。此外，智慧型手機普及率的不斷提高和遠距醫療的普及也為人工智慧的整合創造了機會，使亞太地區成為一個快速成長的市場，在預測性醫療保健解決方案方面擁有巨大的潛力。

預測醫療保健市場的人工智慧—競爭格局：

預測性醫療保健人工智慧市場由成熟的科技巨頭和專注於醫療保健人工智慧解決方案的創新新創公司共同塑造。 IBM、微軟、NVIDIA、GE Healthcare 和 Google 等領先企業憑藉其先進的人工智慧平台佔據主導地位，這些平台能夠增強預測分析、個人化治療和患者監測。這些公司在研發方面投入巨資，致力於開發可擴展、安全且精準的人工智慧驅動型醫療保健工具，同時確保合規性。新創公司和小型企業則在自然語言處理和醫學影像等細分領域貢獻創新。這種充滿活力的競爭推動著人工智慧的持續進步，鼓勵醫療保健提供者、支付方和製藥公司廣泛採用人工智慧預測解決方案，最終改善臨床療效並提高營運效率。

最新動態：

2025 年 3 月，微軟推出了全新的 Azure Health AI 平台，旨在透過針對醫療應用量身定做的增強安全性和合規性功能來加速醫療資料分析並改善預測診斷。

2025 年 1 月，GE 醫療推出了一款人工智慧影像解決方案，整合了預測分析功能，可協助放射科醫師進行早期疾病檢測，提高診斷準確性和工作流程效率。

目錄

第1章：預測性醫療保健人工智慧市場概述

  • 研究範圍
  • 市場估計年限

第2章：執行摘要

  • 市場片段
    • 預測性醫療保健市場 AI 組件片段
    • 預測性醫療保健人工智慧市場片段（按應用）
    • 預測性醫療保健市場 AI 技術片段
    • 預測性醫療保健人工智慧市場片段（按最終用途）
    • 預測性醫療保健人工智慧市場（按國家/地區）
    • 預測性醫療保健人工智慧市場（按地區）
  • 競爭洞察

第3章：預測性醫療保健的人工智慧關鍵市場趨勢

  • 人工智慧預測醫療保健市場促進因素
    • 市場促進因素的影響分析
  • 人工智慧預測醫療保健市場限制
    • 市場限制的影響分析
  • 人工智慧預測醫療保健市場機遇
  • 預測醫療保健市場未來趨勢的人工智慧

第4章：人工智慧預測醫療產業研究

  • PEST分析
  • 波特五力分析
  • 成長前景圖
  • 規範架構分析

第5章：預測性醫療保健市場的人工智慧：地緣政治緊張局勢升級的影響

  • COVID-19 疫情的影響
  • 俄烏戰爭的影響
  • 中東衝突的影響

第6章：人工智慧預測醫療保健市場格局

  • 2023 年預測醫療保健人工智慧市場佔有率分析
  • 按主要製造商分類的細分數據
    • 成熟玩家分析
    • 新興企業分析

第 7 章：預測性醫療保健市場中的人工智慧 - 按組件

  • 概述
    • 按組件分類的細分市場佔有率分析
    • 硬體
      • 處理器
      • MPU（記憶體保護單元）
      • FPGA（現場可程式化閘陣列）
      • GPU（圖形處理單元）
      • ASIC（專用積體電路）
      • 記憶
      • 網路
      • 適配器
      • 互連
      • 轉變
    • 軟體解決方案
      • 人工智慧平台
      • 應用程式介面（API）
      • 機器學習框架
      • 人工智慧解決方案
      • 本地
      • 基於雲端
    • 服務
      • 部署與整合
      • 支援與維護
      • 其他（諮詢、合規管理等）

第 8 章：預測性醫療保健市場的人工智慧 - 按應用

  • 概述
    • 按應用細分市場佔有率分析
    • 機器人輔助手術
    • 虛擬助理
    • 行政工作流程助理
    • 連網醫療設備
    • 醫學影像與診斷
    • 臨床試驗
    • 詐欺偵測
    • 網路安全
    • 減少劑量誤差
    • 精準醫療
    • 藥物發現與開發
    • 生活方式管理和遠端病人監控
    • 穿戴式裝置
    • 其他（患者參與等）

第9章：預測性醫療保健市場的人工智慧 - 按技術

  • 概述
    • 按技術細分的市場佔有率分析
    • 機器學習
      • 深度學習
      • 監督
      • 無監督
      • 其他（強化學習、半監督）
    • 自然語言處理
      • 智慧協助
      • OCR（光學字元辨識）
      • 自動編碼
      • 文字分析
      • 語音分析
      • 分類和歸類
    • 情境感知計算
    • 電腦視覺

第 10 章：預測性醫療保健市場中的人工智慧 - 按最終用途

  • 概述
    • 按最終用途分類的細分市場佔有率分析
    • 醫療保健提供者（醫院、門診設施等）
    • 醫療保健付款人
    • 醫療保健公司（製藥、生技、醫療器材）
    • 患者
    • 其他

第 11 章：預測性醫療保健市場的人工智慧 - 按地理分類

  • 介紹
    • 按地區分類的細分市場佔有率分析
  • 北美洲
    • 概述
    • 北美預測醫療保健人工智慧主要製造商
    • 北美市場規模及預測（按國家/地區）
    • 北美市場規模及預測（按組件）
    • 北美市場規模和預測（按應用）
    • 北美市場規模和預測（按技術）
    • 北美市場規模及預測（依最終用途）
    • 美國
    • 加拿大
  • 歐洲
    • 概述
    • 歐洲預測醫療保健人工智慧主要製造商
    • 歐洲市場規模及預測（按國家/地區）
    • 歐洲市場規模及預測（按組成部分）
    • 歐洲市場規模和預測，按應用
    • 歐洲市場規模與預測（按技術）
    • 歐洲市場規模及預測（依最終用途）
    • 德國
    • 義大利
    • 英國
    • 法國
    • 俄羅斯
    • 荷蘭
    • 瑞典
    • 波蘭
    • 歐洲其他地區
  • 亞太地區 (APAC)
    • 概述
    • 亞太地區預測性醫療保健人工智慧主要製造商
    • 亞太市場規模及預測（按國家/地區）
    • 亞太市場規模及預測（按組成部分）
    • 亞太市場規模及預測（按應用）
    • 亞太市場規模及預測（按技術）
    • 亞太市場規模及預測（依最終用途）
    • 印度
    • 中國
    • 日本
    • 韓國
    • 澳洲
    • 泰國
    • 印尼
    • 菲律賓
    • 亞太地區其他地區
  • 拉丁美洲
    • 概述
    • 拉丁美洲預測性醫療保健關鍵製造商的人工智慧
    • 拉丁美洲市場規模及預測（按國家/地區）
    • 拉丁美洲市場規模及預測（按組成部分）
    • 拉丁美洲市場規模與預測（按應用）
    • 拉丁美洲市場規模及預測（按技術）
    • 拉丁美洲市場規模及預測（依最終用途）
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥倫比亞
    • 拉丁美洲其他地區
  • 中東和非洲
    • 概述
    • 中東和非洲預測性醫療保健關鍵製造商的人工智慧
    • 中東和非洲市場規模及預測（按國家/地區）
    • 中東和非洲市場規模及預測（按組成部分）
    • 中東和非洲市場規模和預測（按應用）
    • 中東和非洲市場規模及預測（按技術）
    • 中東和非洲市場規模及預測（按最終用途）
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 以色列
    • 土耳其
    • 阿爾及利亞
    • 埃及
    • MEA 其餘地區

第 12 章：關鍵供應商分析-預測醫療產業的人工智慧

  • 競爭儀錶板
    • Competitive Benchmarking
    • Competitive Positioning
  • 公司簡介
    • Microsoft
    • IBM
    • NVIDIA Corporation
    • Intel Corporation
    • Itrex Group
    • GE Healthcare
    • Medtronic
    • Oracle
    • Medidata
    • Google
    • IQVIA
    • Others

第 13 章：360 度分析師視角

第 14 章：附錄

  • 研究方法
  • 參考
  • 縮寫
  • 免責聲明
  • 聯絡我們
簡介目錄
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