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1529736

醫療保健和生命科學領域的全球 NLP 市場規模、佔有率和趨勢分析：按技術、最終用途、地區和細分市場進行預測（2024-2030 年）

NLP In Healthcare And Life Sciences Market Size, Share & Trends Analysis Report By Technique (Smart Assistance, OCR), By End-use (Providers, Payers), By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 120 Pages | 商品交期: 2-10個工作天內

價格

醫療保健和生命科學領域的 NLP 市場成長和趨勢：

到2030年，全球醫療保健和生命科學領域的NLP市場規模預計將達到370億美元。根據 Grand View Research, Inc. 的最新報告，預計在預測期內複合年成長率為 34.7%。市場的成長是由於對加強護理服務和病人參與的需求不斷成長、對改善關鍵健康問題的預測分析的需求不斷成長以及對增強臨床決策支持的日益關注所致，這是由於對人工智慧整合的投資增加。

對高階臨床決策支援不斷成長的需求正在推動 NLP 在醫療保健和生命科學領域的採用。自然語言處理 (NLP) 提供了一種解決方案，能夠從各種來源提取複雜資訊，超出了傳統臨床決策支援系統的能力。這透過合併非結構化資料（例如醫生敘述和患者筆記）來增強決策。 NLP 的整合旨在改善臨床決策支持，更深入地了解患者資料，並最終促進更好的醫療保健結果和知情的醫療實踐。例如，2030 年 11 月，健康資訊和分析領域的領導者 Elsevier Health 與 OpenEvidence 建立了策略合作夥伴關係，後者在醫療保健領域提供人工智慧功能。此次合作旨在開發 Clinical Key AI，這是一個先進的臨床決策支援系統。該系統將最新的實證醫學內容與先進的生成人工智慧相結合，在患者照護過程中為醫療保健專業人員提供幫助。該系統具有自然語言介面，可存取不斷更新的基於證據的研究內容，這對於醫療保健環境中的培訓和決策至關重要。

人工智慧 (AI) 和機器學習 (ML) 技術擴大用於準確的診斷過程，主要用於透過客製化的患者資料識別 COVID-19 陽性病例。 NCBI 在 2020 年發表的一項研究發現，人工智慧驅動的演算法成功識別了 25 名患者樣本中 68% 的 COVID-19 陽性病例，這些病例最初被醫護人員誤診為陰性。在醫療保健領域實施人工智慧和機器學習旨在改善患者治療效果、最大限度地減少設備停機時間、降低醫療成本並促進市場擴張。疫情的爆發極大地促進了人工智慧主導的技術在患者和藥物管理、診斷、系統互通性、索賠處理、工作流程增強和網路安全措施方面的整合。

此外，IBM、微軟、Google（Alphabet Inc.）、IQVIA、Dolbey Systems, Inc.等市場主要企業正在採取產品發布、合作、擴張、聯盟、併購等各種策略。透過這些策略舉措，市場公司正在努力加強其市場地位並擴大基本客群。例如，2023 年 4 月，Google雲端宣布推出人工智慧理賠加速套件，以提高健康保險預先核准和申請處理的效率。該解決方案由 Claims Data Activator 提供支持，旨在透過將非結構化資料轉換為結構化資料來減少健康計劃和提供者的管理負擔和成本。資料轉換過程利用文件 AI、醫療保健自然語言 API 和醫療保健 API 等技術。這可以促進更快、更明智的決策，並有可能改善患者照護。

醫療保健和生命科學市場中的 NLP 報告亮點

  • 根據技術，市場分為智慧援助、光學字元辨識、自動編碼、文字分析、語音分析和分類/歸類。智慧援助細分市場佔最大市場佔有率，2023年為18.71%。對加強患者照護和藥物依從性的需求不斷成長，推動了醫療保健產業對智慧援助的需求。
  • 根據最終用途，市場分為提供者、付款人、生命科學公司等。 2023年，生命科學公司佔了43.73%的重要市場佔有率。
  • 北美地區在 2023 年以 43.60% 的收益佔有率佔據市場主導地位。這是由於先進的醫療基礎設施、支持性的政府政策、成熟的IT基礎設施和高數位素養的存在。此外，亞太地區預計成長最快，2024年至2030年複合年成長率為37.0%。
  • 該市場的著名公司包括 IBM、微軟、Google (Alphabet)、IQVIA 和杜比系統。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第3章 醫療保健與生命科學領域 NLP 市場的變數、趨勢與範圍

  • 市場體系展望
    • 母市場展望
    • 相關/輔助市場展望
  • 產業分析
    • 使用者觀點分析
    • 主要最終用戶
  • 技術展望
  • 法律規範
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰與機會分析
  • 醫療保健和生命科學領域的 NLP 市場分析工具
    • 波特的分析
    • PESTEL分析
  • 美國醫療保健付款人核心後台解決方案產業的關鍵交易和策略聯盟分析
  • COVID-19 的影響
  • 案例研究：醫療保健和生命科學領域 NLP 市場的實際成功案例

第4章 醫療保健與生命科學領域的 NLP 市場：技術評估與趨勢分析

  • 定義和範圍
  • 技術市場佔有率分析（2023/2030）
  • 細分儀表板
  • 醫療保健和生命科學領域的 NLP 市場：按技術分類（2018-2030）
  • 智慧援助
  • 光學字元辨識
  • 自動編碼
  • 文字分析
  • 語音分析
  • 分類/分類

第5章醫療保健和生命科學領域的 NLP 市場：最終用途估計和趨勢分析

  • 定義和範圍
  • 最終用途市場佔有率分析（2023/2030）
  • 細分儀表板
  • 醫療保健和生命科學領域的 NLP 市場：按最終用途分類（2018-2030）
  • 提供者
  • 付款人
  • 生命科學公司
  • 其他

第6章醫療保健和生命科學領域的 NLP 市場：按國家、分佈、應用和最終用途分類的區域估計和趨勢分析

  • 定義和範圍
  • 區域市場佔有率分析（2023/2030）
  • 區域市場儀表板
  • 區域市場簡介
  • SWOT分析
  • NLP 在醫療保健和生命科學領域的市場佔有率：按地區分類（2023 年和 2030 年）
  • 北美洲
  • 歐洲
  • 亞太地區
  • 拉丁美洲
  • 中東/非洲

第7章 競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場佔有率/地位分析
  • 企業熱力圖分析
  • 策略規劃
    • 業務拓展
    • 併購
    • 夥伴關係與協作
    • 新技術引進
    • 研究與開發
  • 公司簡介
    • IBM
    • Microsoft
    • Google（Alphabet Inc.）
    • IQVIA
    • Dolbey Systems, Inc.
    • Averbis
    • Press ganey
    • lexalytics
    • Clinithink
    • Hewlett Packard Enterprise
    • Apixio
    • Edifecs
    • JohnSnow Labs
    • Itrex Group
    • Itrex Group
    • CloudMedx
    • BenevolentAI
    • Tempus
Product Code: GVR-4-68040-340-2

NLP In Healthcare And Life Sciences Market Growth & Trends:

The global NLP in healthcare and life sciences market size is expected to reach USD 37.0 billion by 2030. It is projected to grow at a CAGR of 34.7% over the forecast period, according to a new report by Grand View Research, Inc. The growth of the market is attributed to the increasing demand to enhance care delivery and patient engagement, the growing need for predictive analytics to improve significant health concerns, the rising focus on enhancing clinical decision support, and the growing investment for AI integration in healthcare.

The increasing demand for advanced clinical decision support is driving the adoption of NLP in healthcare and life sciences. Natural Language Processing (NLP) offers a solution by enabling the extraction of complex information from various sources beyond the capabilities of conventional clinical decision support systems. This enhances decision-making by incorporating unstructured data, such as physician narratives and patient notes. Integrating NLP aims to improve clinical decision support, providing a more thorough understanding of patient data and ultimately facilitating better healthcare outcomes and well-informed medical actions. For instance, in November 2030, Elsevier Health, a medical information and analytics leader, entered a strategic alliance with OpenEvidence, a provider of artificial intelligence capabilities in the medical field. This collaboration aims to develop ClinicalKey AI, an advanced clinical decision support system. This system merges up-to-date, evidence-based medical content with advanced generative AI to assist healthcare professionals during patient care. It features a natural language interface that provides access to content alongside continuously updated evidence-based research crucial for medical training and decision-making at the point of care.

Artificial Intelligence (AI) and Machine Learning (ML) technologies were increasingly utilized for precise diagnostic processes, mostly in identifying COVID-19-positive individuals through tailored patient data. A study published by NCBI in 2020 demonstrated that AI-enhanced algorithms successfully identified 68% of COVID-19-positive cases within a sample of 25 patients, initially misdiagnosed as negative by medical practitioners. The deployment of AI and ML in healthcare aims to improve patient outcomes, minimize equipment downtime, and reduce medical costs, contributing to market expansion. The onset of the pandemic has significantly boosted the integration of AI-driven technologies in patient and medication management, diagnostics, system interoperability, claims handling, workflow enhancement, and cybersecurity measures.

Moreover, some of the key players in the market, such as IBM, Microsoft, Google (Alphabet Inc.), IQVIA, and Dolbey Systems, Inc., among others, are adopting various strategies such as product launches, partnerships, expansions, collaborations, and mergers & acquisitions. Through these strategic initiatives, market players are trying to strengthen their market positions and expand their customer base. For instance, in April 2023, Google Cloud introduced its AI-enabled Claims Acceleration Suite to enhance health insurance prior authorization and claims processing efficiency. Utilizing the Claims Data Activator, this solution aims to mitigate administrative burdens and reduce costs for health plans and providers by transforming unstructured data into structured data. It leverages technologies such as Document AI, Healthcare Natural Language API, and Healthcare API for data conversion processes. This facilitates quicker, more informed decision-making, potentially improving patient care.

NLP In Healthcare And Life Sciences Market Report Highlights:

  • The market is segmented by technique into smart assistance, optical character recognition, auto coding, text analytics, speech analytics, and classification and categorization. The smart assistance segment held the largest market share of 18.71% in 2023. The increasing demand for enhanced patient care and medication adherence fuels the demand for smart assistance in the healthcare sector.
  • Based on end use, the market is segmented into providers, payers, Life Science Companies, and others. Life Science Companies accounted for a significant market share of 43.73% in 2023, driven by the Increasing awareness regarding the benefits associated with the adoption of NLP.
  • North America dominated the market with a revenue share of 43.60% in 2023. This is attributed to the presence of sophisticated healthcare infrastructure, supportive government policies, well-established IT infrastructure, and high digital literacy. Moreover, Asia Pacific is anticipated to witness the fastest growth at a CAGR of 37.0% from 2024 to 2030.
  • Some of the notable companies in the market are IBM, Microsoft, Google (Alphabet Inc.), IQVIA, and Dolbey Systems, Inc., among others.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
  • 1.4. Information Procurement
    • 1.4.1. Purchased Database
    • 1.4.2. GVR's Internal Database
  • 1.5. Details of primary research
  • 1.6. Market Formulation & Validation
  • 1.7. Model Details
    • 1.7.1. Commodity flow analysis (Model 1)
      • 1.7.1.1. Approach 1: Commodity flow approach
  • 1.8. Research Scope and Assumptions
    • 1.8.1. List of Secondary Sources
    • 1.8.2. List of Primary Sources
    • 1.8.3. Objectives

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
    • 2.2.1. Technique Outlook
    • 2.2.2. End Use Outlook
  • 2.3. Competitive Insights

Chapter 3. NLP in Healthcare and Life Sciences Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
    • 3.1.1. Parent Market Outlook
    • 3.1.2. Related/Ancillary Market Outlook
  • 3.2. Industry Analysis
    • 3.2.1. User Perspective Analysis
    • 3.2.2. Key End Users
  • 3.3. Technology Outlook
  • 3.4. Regulatory Framework
  • 3.5. Market Dynamics
    • 3.5.1. Market Drivers Analysis
    • 3.5.2. Market Restraints Analysis
    • 3.5.3. Industry Challenges and Opportunity Analysis
  • 3.6. NLP in Healthcare and Life Sciences Market Analysis Tools
    • 3.6.1. Porter's Analysis
      • 3.6.1.1. Bargaining power of the suppliers
      • 3.6.1.2. Bargaining power of the buyers
      • 3.6.1.3. Threats of substitution
      • 3.6.1.4. Threats from new entrants
      • 3.6.1.5. Competitive rivalry
    • 3.6.2. PESTEL Analysis
      • 3.6.2.1. Political landscape
      • 3.6.2.2. Economic and Social landscape
      • 3.6.2.3. Technological landscape
      • 3.6.2.4. Environmental landscape
      • 3.6.2.5. Legal landscape
  • 3.7. Major Deals & Strategic Alliances Analysis in the U.S. Healthcare Payers Core Administrative Processing Solutions Industry
  • 3.8. Impact of COVID-19
  • 3.9. Case Studies: Real-World Implementation Success Stories of NLP in Healthcare and Life Sciences Market

Chapter 4. NLP in Healthcare and Life Sciences Market: Technique Estimates & Trend Analysis

  • 4.1. Definition and Scope
  • 4.2. Technique Market Share Analysis, 2023 & 2030
  • 4.3. Segment Dashboard
  • 4.4. NLP in Healthcare and Life Sciences Market: By Technique, 2018 to 2030
  • 4.5. Smart Assistance
    • 4.5.1. Smart Assistance Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.6. Optical Character Recognition
    • 4.6.1. Optical Character Recognition Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.7. Auto Coding
    • 4.7.1. Auto Coding Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.8. Text Analytics
    • 4.8.1. Text Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.9. Speech Analytics
    • 4.9.1. Speech Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 4.10. Classification and categorization
    • 4.10.1. Classification and categorization Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 5. NLP in Healthcare and Life Sciences Market: End Use Estimates& Trend Analysis

  • 5.1. Definition and Scope
  • 5.2. End Use Market Share Analysis, 2023 & 2030
  • 5.3. Segment Dashboard
  • 5.4. NLP in Healthcare and Life Sciences Market: By End Use, 2018 to 2030
  • 5.5. Providers
    • 5.5.1. Providers Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.6. Payers
    • 5.6.1. Payers Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.7. Life Science Companies
    • 5.7.1. Life Science Companies Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)
  • 5.8. Others
    • 5.8.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 6. NLP in Healthcare and Life Sciences Market: Regional Estimates & Trend Analysis by Country, Delivery, Application, End Use

  • 6.1. Definition and Scope
  • 6.2. Regional Market Share Analysis, 2023 & 2030
  • 6.3. Regional Market Dashboard
  • 6.4. Regional Market Snapshot
  • 6.5. SWOT Analysis
    • 6.5.1. North America
    • 6.5.2. Europe
    • 6.5.3. Asia Pacific
    • 6.5.4. Latin America
    • 6.5.5. Middle East & Africa
  • 6.6. NLP in Healthcare and Life Sciences Market Share, By Region, 2023 & 2030, USD Million
  • 6.7. North America
    • 6.7.1. North America NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.7.2. U.S.
      • 6.7.2.1. Key Country Dynamics
      • 6.7.2.2. Regulatory Landscape/Reimbursement Scenario
      • 6.7.2.3. Competitive Insights
      • 6.7.2.4. U.S. NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.7.3. Canada
      • 6.7.3.1. Key Country Dynamics
      • 6.7.3.2. Regulatory Landscape/Reimbursement Scenario
      • 6.7.3.3. Competitive Insights
      • 6.7.3.4. Canada NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.7.4. Mexico
      • 6.7.4.1. Key Country Dynamics
      • 6.7.4.2. Regulatory Landscape/Reimbursement Scenario
      • 6.7.4.3. Competitive Insights
      • 6.7.4.4. Mexico NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Europe
    • 6.8.1. Europe NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.2. UK
      • 6.8.2.1. Key Country Dynamics
      • 6.8.2.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.2.3. Competitive Insights
      • 6.8.2.4. U.K. NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.3. Germany
      • 6.8.3.1. Key Country Dynamics
      • 6.8.3.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.3.3. Competitive Insights
      • 6.8.3.4. Germany NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.4. France
      • 6.8.4.1. Key Country Dynamics
      • 6.8.4.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.4.3. Competitive Insights
      • 6.8.4.4. France NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.5. Italy
      • 6.8.5.1. Key Country Dynamics
      • 6.8.5.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.5.3. Competitive Insights
      • 6.8.5.4. Italy NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.6. Spain
      • 6.8.6.1. Key Country Dynamics
      • 6.8.6.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.6.3. Competitive Insights
      • 6.8.6.4. Spain NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.7. Sweden
      • 6.8.7.1. Key Country Dynamics
      • 6.8.7.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.7.3. Competitive Insights
      • 6.8.7.4. Sweden NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.8. Denmark
      • 6.8.8.1. Key Country Dynamics
      • 6.8.8.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.8.3. Competitive Insights
      • 6.8.8.4. Denmark NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.8.9. Norway
      • 6.8.9.1. Key Country Dynamics
      • 6.8.9.2. Regulatory Landscape/Reimbursement Scenario
      • 6.8.9.3. Competitive Insights
      • 6.8.9.4. Norway NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.9. Asia Pacific
    • 6.9.1. Asia Pacific NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.2. Japan
      • 6.9.2.1. Key Country Dynamics
      • 6.9.2.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.2.3. Competitive Insights
      • 6.9.2.4. Japan NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.3. China
      • 6.9.3.1. Key Country Dynamics
      • 6.9.3.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.3.3. Competitive Insights
      • 6.9.3.4. China NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.4. India
      • 6.9.4.1. Key Country Dynamics
      • 6.9.4.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.4.3. Competitive Insights
      • 6.9.4.4. India NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.5. Australia
      • 6.9.5.1. Key Country Dynamics
      • 6.9.5.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.5.3. Competitive Insights
      • 6.9.5.4. Australia NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.6. South Korea
      • 6.9.6.1. Key Country Dynamics
      • 6.9.6.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.6.3. Competitive Insights
      • 6.9.6.4. South Korea NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.9.7. Thailand
      • 6.9.7.1. Key Country Dynamics
      • 6.9.7.2. Regulatory Landscape/Reimbursement Scenario
      • 6.9.7.3. Competitive Insights
      • 6.9.7.4. Thailand NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.10. Latin America
    • 6.10.1. Latin America NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.10.2. Brazil
      • 6.10.2.1. Key Country Dynamics
      • 6.10.2.2. Regulatory Landscape/Reimbursement Scenario
      • 6.10.2.3. Competitive Insights
      • 6.10.2.4. Brazil NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.10.3. Argentina
      • 6.10.3.1. Key Country Dynamics
      • 6.10.3.2. Regulatory Landscape/Reimbursement Scenario
      • 6.10.3.3. Competitive Insights
      • 6.10.3.4. Argentina NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.11. Middle East and Africa
    • 6.11.1. Middle East and Africa NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.11.2. South Africa
      • 6.11.2.1. Key Country Dynamics
      • 6.11.2.2. Regulatory Landscape/Reimbursement Scenario
      • 6.11.2.3. Competitive Insights
      • 6.11.2.4. South Africa NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.11.3. Saudi Arabia
      • 6.11.3.1. Key Country Dynamics
      • 6.11.3.2. Regulatory Landscape/Reimbursement Scenario
      • 6.11.3.3. Competitive Insights
      • 6.11.3.4. Saudi Arabia NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.11.4. UAE
      • 6.11.4.1. Key Country Dynamics
      • 6.11.4.2. Regulatory Landscape/Reimbursement Scenario
      • 6.11.4.3. Competitive Insights
      • 6.11.4.4. UAE NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.11.5. Kuwait
      • 6.11.5.1. Key Country Dynamics
      • 6.11.5.2. Regulatory Landscape/Reimbursement Scenario
      • 6.11.5.3. Competitive Insights
      • 6.11.5.4. Kuwait NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis by Key Market Participants
  • 7.2. Company Categorization
  • 7.3. Company Market Share/Position Analysis
  • 7.4. Company Heat Map Analysis
  • 7.5. Strategy Mapping
    • 7.5.1. Expansion
    • 7.5.2. Mergers & Acquisition
    • 7.5.3. Partnerships & Collaborations
    • 7.5.4. New Technique Launches
    • 7.5.5. Research And Development
  • 7.6. Company Profiles
    • 7.6.1. IBM
      • 7.6.1.1. Participant's Overview
      • 7.6.1.2. Financial Performance
      • 7.6.1.3. Technology/Solutions Benchmarking
      • 7.6.1.4. Recent Developments
    • 7.6.2. Microsoft
      • 7.6.2.1. Participant's Overview
      • 7.6.2.2. Financial Performance
      • 7.6.2.3. Technology/Solutions Benchmarking
      • 7.6.2.4. Recent Developments
    • 7.6.3. Google (Alphabet Inc.)
      • 7.6.3.1. Participant's Overview
      • 7.6.3.2. Financial Performance
      • 7.6.3.3. Technology/Solutions Benchmarking
      • 7.6.3.4. Recent Developments
    • 7.6.4. IQVIA
      • 7.6.4.1. Participant's Overview
      • 7.6.4.2. Financial Performance
      • 7.6.4.3. Technology/Solutions Benchmarking
      • 7.6.4.4. Recent Developments
    • 7.6.5. Dolbey Systems, Inc.
      • 7.6.5.1. Participant's Overview
      • 7.6.5.2. Financial Performance
      • 7.6.5.3. Technology/Solutions Benchmarking
      • 7.6.5.4. Recent Developments
    • 7.6.6. Averbis
      • 7.6.6.1. Participant's Overview
      • 7.6.6.2. Financial Performance
      • 7.6.6.3. Technology/Solutions Benchmarking
      • 7.6.6.4. Recent Developments
    • 7.6.7. Press ganey
      • 7.6.7.1. Participant's Overview
      • 7.6.7.2. Financial Performance
      • 7.6.7.3. Technology/Solutions Benchmarking
      • 7.6.7.4. Recent Developments
    • 7.6.8. lexalytics
      • 7.6.8.1. Participant's Overview
      • 7.6.8.2. Financial Performance
      • 7.6.8.3. Technology/Solutions Benchmarking
      • 7.6.8.4. Recent Developments
    • 7.6.9. Clinithink
      • 7.6.9.1. Participant's Overview
      • 7.6.9.2. Financial Performance
      • 7.6.9.3. Technology/Solutions Benchmarking
      • 7.6.9.4. Recent Developments
    • 7.6.10. Hewlett Packard Enterprise
      • 7.6.10.1. Participant's Overview
      • 7.6.10.2. Financial Performance
      • 7.6.10.3. Technology/Solutions Benchmarking
      • 7.6.10.4. Recent Developments
    • 7.6.11. Apixio
      • 7.6.11.1. Participant's Overview
      • 7.6.11.2. Financial Performance
      • 7.6.11.3. Technology/Solutions Benchmarking
      • 7.6.11.4. Recent Developments
    • 7.6.12. Edifecs
      • 7.6.12.1. Participant's Overview
      • 7.6.12.2. Financial Performance
      • 7.6.12.3. Technology/Solutions Benchmarking
      • 7.6.12.4. Recent Developments
    • 7.6.13. JohnSnow Labs
      • 7.6.13.1. Participant's Overview
      • 7.6.13.2. Financial Performance
      • 7.6.13.3. Technology/Solutions Benchmarking
      • 7.6.13.4. Recent Developments
    • 7.6.14. Itrex Group
      • 7.6.14.1. Participant's Overview
      • 7.6.14.2. Financial Performance
      • 7.6.14.3. Technology/Solutions Benchmarking
      • 7.6.14.4. Recent Developments
    • 7.6.15. Itrex Group
      • 7.6.15.1. Participant's Overview
      • 7.6.15.2. Financial Performance
      • 7.6.15.3. Technology/Solutions Benchmarking
      • 7.6.15.4. Recent Developments
    • 7.6.16. CloudMedx
      • 7.6.16.1. Participant's Overview
      • 7.6.16.2. Financial Performance
      • 7.6.16.3. Technology/Solutions Benchmarking
      • 7.6.16.4. Recent Developments
    • 7.6.17. BenevolentAI
      • 7.6.17.1. Participant's Overview
      • 7.6.17.2. Financial Performance
      • 7.6.17.3. Technology/Solutions Benchmarking
      • 7.6.17.4. Recent Developments
    • 7.6.18. Tempus
      • 7.6.18.1. Participant's Overview
      • 7.6.18.2. Financial Performance
      • 7.6.18.3. Technology/Solutions Benchmarking
      • 7.6.18.4. Recent Developments

List of Tables

  • Table 1 List of secondary sources
  • Table 2 List of abbreviations
  • Table 3 North America NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 4 North America NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 5 U.S. NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 6 U.S. NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 7 Canada NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 8 Canada NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 9 Mexico NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 10 Mexico NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 11 Europe NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 12 Europe NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 13 UK NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 14 UK NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 15 Germany NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 16 Germany NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 17 France NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 18 France NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 19 Italy NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 20 Italy NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 21 Spain NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 22 Spain NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 23 Sweden NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 24 Sweden NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 25 Denmark NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 26 Denmark NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 27 Norway NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 28 Norway NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 29 Asia Pacific NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 30 Asia Pacific NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 31 Japan NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 32 Japan NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 33 China NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 34 China NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 35 India NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 36 India NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 37 Australia NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 38 Australia NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 39 South Korea NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 40 South Korea NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 41 Thailand NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 42 Thailand NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 43 Latin America NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 44 Latin America NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 45 Brazil NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 46 Brazil NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 47 Argentina NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 48 Argentina NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 49 MEA NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 50 MEA NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 51 South Africa NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 52 South Africa NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 53 Saudi Arabia NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 54 Saudi Arabia NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 55 UAE NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 56 UAE NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 57 Kuwait NLP in Healthcare and Life Sciences market estimates and forecasts, by technique, 2018 - 2030 (USD Million)
  • Table 58 Kuwait NLP in Healthcare and Life Sciences market estimates and forecasts, by end use, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 NLP in Healthcare and Life Sciences Market Segmentation
  • Fig. 2 Information Procurement
  • Fig. 3 Data Analysis Models
  • Fig. 4 Market Formulation and Validation
  • Fig. 5 Data Validating & Publishing
  • Fig. 6 Market Snapshot
  • Fig. 7 Segment Snapshot
  • Fig. 8 Competitive Landscape Snapshot
  • Fig. 9 NLP in Healthcare and Life Sciences Market Size and Growth Prospects (USD Billion)
  • Fig. 10 NLP in Healthcare and Life Sciences Market: Market Dynamics
  • Fig. 11 NLP in Healthcare and Life Sciences Market: PORTER's Analysis
  • Fig. 12 NLP in Healthcare and Life Sciences Market: PESTEL Analysis
  • Fig. 13 NLP in Healthcare and Life Sciences Market Share by Technique 2023 & 2030 (USD Billion)
  • Fig. 14 NLP in Healthcare and Life Sciences Market,by Technique: Market Share, 2023 & 2030
  • Fig. 15 Smart Assistance Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 16 Optical Character Recognition Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 17 Auto Coding Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 18 Text Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Speech Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Classification and categorization Market Estimates & Forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 NLP in Healthcare and Life Sciences Market, by End Use: Key Takeaways
  • Fig. 22 NLP in Healthcare and Life Sciences Market, by End Use: Market Share, 2023 & 2030
  • Fig. 23 Providers Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 24 Payers Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 25 Life Science Companies Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 26 Others Market Estimates & Forecasts, 2018 - 2030 (Revenue, USD Billion)
  • Fig. 27 NLP in Healthcare and Life Sciences Market Revenue, by Region, 2023 & 2030 (USD Million)
  • Fig. 28 Regional Marketplace: Key Takeaways
  • Fig. 29 Regional Marketplace: Key Takeaways
  • Fig. 30 North America NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 U.S. NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Canada NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Mexico NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Europe NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 UK NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030) (USD Million)
  • Fig. 36 Germany NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 37 France NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 38 Italy NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030) (USD Million)
  • Fig. 39 Spain NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 40 Sweden NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 41 Denmark NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 42 Norway NLP in Healthcare and Life Sciences Market Estimates and Forecasts, (2018 - 2030) (USD Million)
  • Fig. 43 Asia Pacific NLP in Healthcare and Life Sciences Market Estimates and Forecast, 2018 - 2030 (USD Million)
  • Fig. 44 Japan NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 China NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 India NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Australia NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 South Korea NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Thailand NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Latin America NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Brazil NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Argentina NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 MEA NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 Saudi Arabia NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 South Africa NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 UAE NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 57 Kuwait NLP in Healthcare and Life Sciences Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • Fig. 58 Key Company Categorization
  • Fig. 59 Company Market Positioning
  • Fig. 60 Key Company Market Share Analysis, 2023
  • Fig. 61 Strategic Framework