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2024 年醫療保健和生命科學領域自然語言處理 (NLP) 全球市場報告

Natural Language Processing (NLP) In Healthcare And Life Sciences Global Market Report 2024
出版日期: 按訂單生產 | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

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簡介目錄

醫療保健和生命科學領域自然語言處理（NLP）的市場規模預計在未來幾年將快速成長。預計到 2028 年將以 22.3% 的複合年成長率 (CAGR) 成長至 70.2 億美元。據認為，預測期內的預期成長歸因於人工智慧主導的個人化醫療的進步、遠端醫療範圍的擴大、監管合規性和編碼合規性、基因組學和精準醫療的出現以及醫療資料互通性的加速。預測期內預計的顯著趨勢包括將對話式人工智慧整合到患者照護中、語義搜尋和知識圖譜的實施、NLP 的道德使用、即時臨床 NLP、敘述資料的處理等。Masu。

醫療保健和生命科學領域的自然語言處理 (NLP) 市場是由醫療保健行業擴大採用數位技術推動的。醫療保健中的數位技術涉及使用資訊和通訊技術來治療患者、降低健康風險並促進整體健康。自然語言處理 (NLP) 是數位醫療技術的關鍵組成部分，能夠分析非結構化資料以提取有價值的醫學見解。例如，埃森哲公司報告稱，美國虛擬諮詢提供者的使用率從 2020 年的 7% 躍升至 2021 年的 32%，同年電子健康記錄的使用率相應增加了 31%。此外，美國醫學會指出，到 2022 年，美國醫生平均使用的數位工具數量將增加到 3.8%。因此，醫療保健產業擴大採用數位技術預計將推動美國醫療保健和生命科學市場中 NLP 的成長。

醫療保健和生命科學領域的自然語言處理 (NLP) 市場也受到個人化醫療需求不斷成長的推動。個人化醫療根據個人的獨特特徵（例如基因組成和生活方式）量身定做治療方案，從而實現更有效和更精確的醫療保健結果。自然語言處理（NLP）在醫療保健和生命科學市場中的整合有助於提取和分析大量患者資料，提供對個人健康狀況和治療策略的見解，從而刺激了對個人化醫療的需求。為了根據個人化醫療聯盟（PMC）的報告，個人化醫療佔 2021 年新核准的新分子實體（NME）的 35%，其中 4% 自 2015 年以來持續核准的新療法。這一比例超過 1/2總數的。過去六年來，個人化醫療一直佔新藥認證的三分之一以上。因此，對個人化醫療的需求不斷成長預計將推動醫療保健和生命科學領域的自然語言處理（NLP）市場。

目錄

第1章執行摘要

第2章 市場特點

第3章 市場趨勢與策略

第4章宏觀經濟情景

  • 高通膨對市場的影響
  • 烏克蘭與俄羅斯戰爭對市場的影響
  • COVID-19 對市場的影響

第5章世界市場規模與成長

  • 全球市場促進因素與限制因素
    • 市場促進因素
    • 市場限制因素
  • 2018-2023 年全球市場規模表現與成長
  • 全球市場規模預測與成長，2023-2028、2033

第6章市場區隔

  • 全球醫療保健和生命科學市場自然語言處理 (NLP)，按 NLP 類型、實際和預測細分，2018-2023、2023-2028、2033
  • 基於規則的自然語言處理
  • 統計自然語言處理
  • 混合自然語言處理
  • 全球醫療保健和生命科學市場自然語言處理 (NLP)，按組件、實際和預測細分，2018-2023、2023-2028、2033
  • 解決方案
  • 服務
  • 全球醫療保健和生命科學自然語言處理 (NLP) 市場，按組織規模、績效和預測細分，2018-2023、2023-2028、2033
  • 主要企業
  • 中小企業 (SME)
  • 全球自然語言處理 (NLP) 在醫療保健和生命科學市場的應用、效能和預測細分，2018-2023、2023-2028、2033
  • 情緒分析
  • 藥物發現
  • 臨床試驗匹配
  • 風險與合規管理
  • 聽寫和電子病歷的影響
  • 自動登記報告
  • 人工智慧聊天機器人和虛擬抄寫員
  • 其他用途
  • 醫療保健和生命科學市場中的全球自然語言處理 (NLP)，按最終用戶細分，實際和預測，2018-2023、2023-2028、2033
  • 公共衛生和政府機構
  • 醫療設備
  • 醫療保險
  • 藥品
  • 其他最終用戶

第 7 章 區域與國家分析

  • 全球醫療保健和生命科學市場自然語言處理 (NLP)，按地區、實際和預測，2018-2023、2023-2028、2033
  • 全球醫療保健和生命科學市場自然語言處理 (NLP)，按國家、實際和預測，2018-2023、2023-2028、2033

第8章亞太市場

第9章 中國市場

第10章 印度市場

第11章 日本市場

第12章 澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章 德國市場

第18章 法國市場

第19章 義大利市場

第20章 西班牙市場

第21章 東歐市場

第22章 俄羅斯市場

第23章 北美市場

第24章美國市場

第25章加拿大市場

第26章 南美洲市場

第27章 巴西市場

第28章 中東市場

第29章 非洲市場

第30章 競爭形勢及公司概況

  • 市場競爭形勢
  • 市場公司簡介
    • Google LLC
    • Microsoft Corporation
    • Optum Inc.
    • Amazon Web Services Inc.
    • International Business Machines Corporation

第31章 其他大型創新公司

  • 3M Company
  • IQVIA Holdings Inc.
  • Cerner Corporation
  • Inovalon Holdings Inc.
  • NextGen Healthcare Inc.
  • Welltok Inc.
  • SparkCognition Inc.
  • HealthFusion Inc.
  • Syapse Inc.
  • Apixio Inc.
  • Conversica Inc.
  • Infermedica
  • Rasa Technologies
  • Health Fidelity Inc.
  • Linguamatics Ltd.

第32章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章 重大併購

第35章 未來前景與可能性分析

第36章附錄

簡介目錄
Product Code: r14307

Natural Language Processing (NLP) in healthcare and life sciences is a domain of Artificial Intelligence (AI) focused on enabling machines to understand and communicate using human language. This technology is employed to identify data patterns and execute automated tasks within the healthcare and life sciences sectors.

NLP in healthcare and life sciences encompasses various types, including rule-based NLP, statistical NLP, and hybrid NLP. Rule-based NLP, also referred to as rule-based natural language processing, involves processing and comprehending human language through pre-established rules and patterns. The components of NLP include solutions and services catering to both large enterprises and small to midsize enterprises (SMEs). Applications of NLP in this context span sentiment analysis, drug discovery, clinical trial matching, risk and compliance management, dictation and EMR implication, automated registry reporting, AI chatbots and virtual scribe, among others. These applications find utility in sectors such as public health and government agencies, medical devices, healthcare insurance, pharmaceuticals, and more.

The NLP in healthcare and life sciences market research report is one of a series of new reports from The Business Research Company that provides NLP in healthcare and life sciences market statistics, including NLP in healthcare and life sciences industry global market size, regional shares, competitors with a NLP in healthcare and life sciences market share, detailed NLP in healthcare and life sciences market segments, market trends and opportunities, and any further data you may need to thrive in the NLP in healthcare and life sciences industry. This NLP in healthcare and life sciences market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The natural language processing (nlp) in healthcare and life sciences market size has grown exponentially in recent years. It will grow from $2.56 billion in 2023 to $3.13 billion in 2024 at a compound annual growth rate (CAGR) of 22.4%. The growth in the historical period can be attributed to the adoption of electronic health records (EHR), improvements in clinical documentation, mining of medical literature, the need for clinical decision support, and the escalation of healthcare costs.

The natural language processing (nlp) in healthcare and life sciences market size is expected to see exponential growth in the next few years. It will grow to $7.02 billion in 2028 at a compound annual growth rate (CAGR) of 22.3%. The anticipated growth in the forecast period can be ascribed to the advancement of AI-driven personalized medicine, the widening scope of telemedicine, adherence to regulatory compliance and coding, the emergence of genomics and precision medicine, and the promotion of healthcare data interoperability. Notable trends expected during the forecast period include the integration of conversational AI in patient care, the implementation of semantic search and knowledge graphs, the ethical use of NLP, real-time clinical NLP, and the processing of narrative data.

The growth of NLP in the healthcare and life sciences market is being propelled by the increasing adoption of digital technology in the healthcare industry. Digital technology in healthcare involves the use of information and communication technologies to treat patients, mitigate health risks, and promote overall wellness. Natural Language Processing (NLP) serves as a crucial component of digital healthcare technology, enabling the analysis of unstructured data to extract valuable medical insights. For example, Accenture PLC reported that virtual consultation provider usage in the US surged from 7% in 2020 to 32% in 2021, accompanied by a 31% increase in the utilization of electronic health records in the same year. Additionally, the American Medical Association noted that the average number of digital tools adopted by physicians in the US increased to 3.8% in 2022. Thus, the increasing adoption of digital technology in the healthcare industry is anticipated to drive the growth of the NLP in the healthcare and life sciences market.

The growth of NLP in the healthcare and life sciences market is also fueled by the rising demand for personalized medicine. Personalized medicine tailors medical treatment to an individual's unique characteristics, such as genetic makeup or lifestyle, to achieve more effective and precise healthcare outcomes. The integration of Natural Language Processing (NLP) in the healthcare and life sciences market facilitates the extraction and analysis of extensive patient data, meeting the growing demand for personalized medicine by providing insights into individualized health profiles and treatment strategies. According to a report by The Personalized Medicine Coalition (PMC), personalized medicines accounted for 35% of newly approved New Molecular Entities (NMEs) in 2021, consistently representing over a quarter of new therapeutics approved since 2015. Over the past six years, personalized medicines have consistently comprised more than a third of new drug approvals. Hence, the increasing demand for personalized medicine is poised to drive the growth of NLP in the healthcare and life sciences market.

Technological advancements stand out as a prominent trend gaining traction in the NLP in the healthcare and life sciences market. Major companies in this sector are dedicated to pioneering innovative technologies, exemplified by the introduction of Mercury NLP. Melax Tech Inc., a US-based developer specializing in natural language processing technology, unveiled Mercury NLP in September 2021. This AI technology is uniquely crafted to enhance healthcare research by facilitating text extraction and normalization. Mercury NLP provides clinical NLP pipelines tailored to extract pertinent unstructured textual medical data, facilitating quantitative analytics in the medical and pharmaceutical sectors.

Companies at the forefront of the NLP in the healthcare and life sciences market are also directing their focus towards impactful product launches, such as the Generative AI-Powered Service. This service is designed to autonomously generate preliminary clinical documentation from patient-clinician conversations using generative AI technology. Amazon Web Services (AWS), a leading US-based provider of cloud computing services, introduced AWS HealthScribe in July 2023 as a prime example of this technology. AWS HealthScribe utilizes speech recognition and generative AI to automatically identify speaker roles, classify dialogues, extract medical terms, and generate comprehensive preliminary clinical transcripts. By streamlining documentation processes, this service enhances the efficiency of NLP applications in the healthcare and life sciences market. With its HIPAA-compliant automation of clinical documentation, AWS HealthScribe not only reduces documentation time for healthcare professionals but also elevates the overall quality of healthcare services through improved workflow efficiency and patient engagement.

In July 2022, ClaimLogiq, a US-based healthcare technology company specializing in payment integrity, successfully acquired SyTrue Inc. for an undisclosed amount. This strategic acquisition integrates SyTrue's NLP technology solution with ClaimLogiq's payment integrity platform, transforming how health plans address payment integrity, risk adjustment, and data management. SyTrue Inc., a US-based provider of healthcare natural language processing technology, brings valuable expertise to this collaborative effort.

Major companies operating in the natural language processing (nlp) in healthcare and life sciences market report are Google LLC, Microsoft Corporation, Optum Inc., Amazon Web Services Inc., International Business Machines Corporation, 3M Company, IQVIA Holdings Inc., Cerner Corporation, Inovalon Holdings Inc., NextGen Healthcare Inc., Welltok Inc., SparkCognition Inc., HealthFusion Inc., Syapse Inc., Apixio Inc., Conversica Inc., Infermedica, Rasa Technologies, Health Fidelity Inc., Linguamatics Ltd., Dolbey Systems Inc., SparkBeyond, Lexalytics Inc., Clinithink Ltd., Semedy AG, Sentient Technologies LLC, Zyla Health, Anumana Inc., Heath Fidelity Inc., Averbis GmbH

North America was the largest region in the NLP in healthcare and life sciences market in 2023. The regions covered in the natural language processing (nlp) in healthcare and life sciences market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the natural language processing (nlp) in healthcare and life sciences market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Italy, Spain, Canada.

The NLP in healthcare and life sciences market consists of revenues earned by entities by providing information extraction, streamline workflows, improve predictive analytics, and clinical decision support. The market value includes the value of related goods sold by the service provider or included within the service offering. The NLP in healthcare and life sciences market also includes sales of medical coder and EHRs (electronic health records). Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Natural Language Processing (NLP) In Healthcare And Life Sciences Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on natural language processing (nlp) in healthcare and life sciences market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for natural language processing (nlp) in healthcare and life sciences ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The natural language processing (nlp) in healthcare and life sciences market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By NLP Type: Rule-Based NLP; Statistical NLP; Hybrid NLP
  • 2) By Component: Solutions; Services;
  • 3) By Organization Size: Large Enterprises; Small And Midsize Enterprises (SMEs)
  • 4) By Application: Sentiment Analysis; Drug Discovery; Clinical Trail Matching; Risk And Compliance Management; Dictation And EMR Implication; Automated Registry Reporting; AI Chatbots And Virtual Scribe; Other Applications
  • 5) By End-User: Public Health And Government Agencies; Medical Devices; Healthcare Insurance; Pharmaceuticals; Other End-Users
  • Companies Mentioned: Google LLC; Microsoft Corporation; Optum Inc.; Amazon Web Services Inc.; International Business Machines Corporation
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. NLP In Healthcare And Life Sciences Market Characteristics

3. NLP In Healthcare And Life Sciences Market Trends And Strategies

4. NLP In Healthcare And Life Sciences Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global NLP In Healthcare And Life Sciences Market Size and Growth

  • 5.1. Global NLP In Healthcare And Life Sciences Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global NLP In Healthcare And Life Sciences Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global NLP In Healthcare And Life Sciences Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. NLP In Healthcare And Life Sciences Market Segmentation

  • 6.1. Global NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Rule-Based NLP
  • Statistical NLP
  • Hybrid NLP
  • 6.2. Global NLP In Healthcare And Life Sciences Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solutions
  • Services
  • 6.3. Global NLP In Healthcare And Life Sciences Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Large Enterprises
  • Small And Midsize Enterprises (SMEs)
  • 6.4. Global NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Sentiment Analysis
  • Drug Discovery
  • Clinical Trail Matching
  • Risk And Compliance Management
  • Dictation And EMR Implication
  • Automated Registry Reporting
  • AI Chatbots And Virtual Scribe
  • Other Applications
  • 6.5. Global NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Public Health And Government Agencies
  • Medical Devices
  • Healthcare Insurance
  • Pharmaceuticals
  • Other End-Users

7. NLP In Healthcare And Life Sciences Market Regional And Country Analysis

  • 7.1. Global NLP In Healthcare And Life Sciences Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global NLP In Healthcare And Life Sciences Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific NLP In Healthcare And Life Sciences Market

  • 8.1. Asia-Pacific NLP In Healthcare And Life Sciences Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China NLP In Healthcare And Life Sciences Market

  • 9.1. China NLP In Healthcare And Life Sciences Market Overview
  • 9.2. China NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India NLP In Healthcare And Life Sciences Market

  • 10.1. India NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan NLP In Healthcare And Life Sciences Market

  • 11.1. Japan NLP In Healthcare And Life Sciences Market Overview
  • 11.2. Japan NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia NLP In Healthcare And Life Sciences Market

  • 12.1. Australia NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia NLP In Healthcare And Life Sciences Market

  • 13.1. Indonesia NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea NLP In Healthcare And Life Sciences Market

  • 14.1. South Korea NLP In Healthcare And Life Sciences Market Overview
  • 14.2. South Korea NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe NLP In Healthcare And Life Sciences Market

  • 15.1. Western Europe NLP In Healthcare And Life Sciences Market Overview
  • 15.2. Western Europe NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK NLP In Healthcare And Life Sciences Market

  • 16.1. UK NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany NLP In Healthcare And Life Sciences Market

  • 17.1. Germany NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France NLP In Healthcare And Life Sciences Market

  • 18.1. France NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy NLP In Healthcare And Life Sciences Market

  • 19.1. Italy NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain NLP In Healthcare And Life Sciences Market

  • 20.1. Spain NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe NLP In Healthcare And Life Sciences Market

  • 21.1. Eastern Europe NLP In Healthcare And Life Sciences Market Overview
  • 21.2. Eastern Europe NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia NLP In Healthcare And Life Sciences Market

  • 22.1. Russia NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America NLP In Healthcare And Life Sciences Market

  • 23.1. North America NLP In Healthcare And Life Sciences Market Overview
  • 23.2. North America NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA NLP In Healthcare And Life Sciences Market

  • 24.1. USA NLP In Healthcare And Life Sciences Market Overview
  • 24.2. USA NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada NLP In Healthcare And Life Sciences Market

  • 25.1. Canada NLP In Healthcare And Life Sciences Market Overview
  • 25.2. Canada NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America NLP In Healthcare And Life Sciences Market

  • 26.1. South America NLP In Healthcare And Life Sciences Market Overview
  • 26.2. South America NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil NLP In Healthcare And Life Sciences Market

  • 27.1. Brazil NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East NLP In Healthcare And Life Sciences Market

  • 28.1. Middle East NLP In Healthcare And Life Sciences Market Overview
  • 28.2. Middle East NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa NLP In Healthcare And Life Sciences Market

  • 29.1. Africa NLP In Healthcare And Life Sciences Market Overview
  • 29.2. Africa NLP In Healthcare And Life Sciences Market, Segmentation By NLP Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa NLP In Healthcare And Life Sciences Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa NLP In Healthcare And Life Sciences Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. NLP In Healthcare And Life Sciences Market Competitive Landscape And Company Profiles

  • 30.1. NLP In Healthcare And Life Sciences Market Competitive Landscape
  • 30.2. NLP In Healthcare And Life Sciences Market Company Profiles
    • 30.2.1. Google LLC
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Microsoft Corporation
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Optum Inc.
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Amazon Web Services Inc.
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. International Business Machines Corporation
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. NLP In Healthcare And Life Sciences Market Other Major And Innovative Companies

  • 31.1. 3M Company
  • 31.2. IQVIA Holdings Inc.
  • 31.3. Cerner Corporation
  • 31.4. Inovalon Holdings Inc.
  • 31.5. NextGen Healthcare Inc.
  • 31.6. Welltok Inc.
  • 31.7. SparkCognition Inc.
  • 31.8. HealthFusion Inc.
  • 31.9. Syapse Inc.
  • 31.10. Apixio Inc.
  • 31.11. Conversica Inc.
  • 31.12. Infermedica
  • 31.13. Rasa Technologies
  • 31.14. Health Fidelity Inc.
  • 31.15. Linguamatics Ltd.

32. Global NLP In Healthcare And Life Sciences Market Competitive Benchmarking

33. Global NLP In Healthcare And Life Sciences Market Competitive Dashboard

34. Key Mergers And Acquisitions In The NLP In Healthcare And Life Sciences Market

35. NLP In Healthcare And Life Sciences Market Future Outlook and Potential Analysis

  • 35.1 NLP In Healthcare And Life Sciences Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 NLP In Healthcare And Life Sciences Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 NLP In Healthcare And Life Sciences Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer