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ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)の世界市場レポート 2024

Natural Language Processing (NLP) In Healthcare And Life Sciences Global Market Report 2024

出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2~10営業日

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ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)の世界市場レポート 2024
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2~10営業日
  • 全表示
  • 概要
  • 目次
概要

ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)の市場規模は、今後数年間で急激に成長すると予想されています。 2028年には22.3%の年間複合成長率(CAGR)で70億2,000万米ドルに成長すると予想されます。予測期間で予想される成長は、AI主導の個別化医療の進歩、遠隔医療の範囲の拡大、規制遵守とコーディングの順守、ゲノミクスと精密医療の出現、ヘルスケアデータの相互運用性の促進によるものと考えられます。予測期間中に予想される注目すべき動向には、患者ケアへの会話型AIの統合、セマンティック検索とナレッジグラフの実装、NLPの倫理的使用、リアルタイム臨床NLP、ナラティブデータの処理などが含まれます。

ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場は、ヘルスケア業界でのデジタルテクノロジーの採用の増加によって推進されています。ヘルスケアにおけるデジタルテクノロジーには、情報通信テクノロジーを使用して患者を治療し、健康リスクを軽減し、全体的な健康を促進することが含まれます。自然言語処理(NLP)はデジタルヘルスケアテクノロジーの重要なコンポーネントとして機能し、非構造化データの分析を可能にして貴重な医学的洞察を抽出します。たとえば、Accenture PLCは、米国におけるバーチャル相談プロバイダーの利用率が2020年の7%から2021年には32%に急増し、これに伴い、同年の電子医療記録の利用率も31%増加したと報告しました。さらに、米国医師会は、米国の医師が採用するデジタルツールの平均数が2022年に3.8%に増加したと指摘しています。したがって、ヘルスケア業界でのデジタルテクノロジーの採用の増加が、米国におけるヘルスケアおよびライフサイエンスにおけるNLP市場の成長を促進すると予想されます。

ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場は、個別化医療に対する需要の高まりによっても促進されています。個別化医療は、遺伝子構造やライフスタイルなどの個人の固有の特性に合わせて治療を調整し、より効果的かつ正確なヘルスケア結果を達成します。ヘルスケアおよびライフサイエンス市場における自然言語処理(NLP)の統合により、広範な患者データの抽出と分析が容易になり、個別の健康プロファイルと治療戦略に関する洞察を提供することで、個別化医療に対する需要の高まりに応えます。 The Personalized Medicine Coalition(PMC)のレポートによると、2021年に新たに承認された新分子実体(NME)の35%を個別化医療が占めており、2015年以降常に承認された新規治療薬の4分の1以上を占めています。過去6年間、個別化医療は医薬品は常に新薬承認の3分の1以上を占めています。したがって、個別化医療に対する需要の高まりにより、ヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場が促進されると見込まれています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年~2023年
  • 世界の市場規模予測と成長、2023年~2028年、2033年

第6章 市場セグメンテーション

  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、NLPタイプ別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • ルールベースのNLP
  • 統計的NLP
  • ハイブリッド NLP
  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、コンポーネント別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • ソリューション
  • サービス
  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、組織規模別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 大企業
  • 中小企業(SME)
  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、用途別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 感情分析
  • 創薬
  • クリニカルトレイルのマッチング
  • リスクとコンプライアンスの管理
  • ディクテーションとEMRの影響
  • 自動レジストリレポート
  • AIチャットボットと仮想筆記者
  • その他の用途
  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、エンドユーザー別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 公衆衛生および政府機関
  • 医療機器
  • ヘルスケア保険
  • 医薬品
  • その他のエンドユーザー

第7章 地域および国の分析

  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、地域別、実績および予測、2018-2023年、2023-2028年、2033年
  • 世界のヘルスケアおよびライフサイエンスにおける自然言語処理(NLP)市場、国別、実績および予測、2018-2023年、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 市場の競合情勢
  • 市場企業プロファイル
    • Google LLC
    • Microsoft Corporation
    • Optum Inc.
    • Amazon Web Services Inc.
    • International Business Machines Corporation

第31章 その他の大手および革新的な企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと可能性の分析

第36章 付録

目次
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