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Natural Language Processing (NLP) in Healthcare and Life Sciences Market by Component, NLP Type, Application (Pattern and Image Recognition, and Auto Coding), Deployment Mode, Organization Size, End User, and Region - Global Forecast to 2025

  • ID: 5019987
  • Report
  • April 2020
  • Region: Global
  • 186 Pages
  • Markets and Markets
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The Global Natural Language Processing (NLP) in Healthcare and Life Sciences Market Size to Grow at a CAGR of 20.5% During the Forecast Period

FEATURED COMPANIES

  • 3M
  • Averbis
  • Cerner
  • Dolbey
  • Health Fidelity
  • Inovalon
  • MORE

The Natural Language Processing (NLP) in healthcare and life sciences market size is projected to grow from USD 1.5 billion in 2020 to USD 3.7 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 20.5% during the forecast period. The major growth factors of the NLP in healthcare and life sciences market include the growing demand for improving Electronic Health Records (EHRs) data usability to better patient care, and ability to analyze and extract meaning from narrative texts and non-related data sources.

Cloud deployment mode to grow at a rapid pace during the forecast period

Most vendors in the NLP in healthcare and life sciences market offer cloud-based NLP solutions to maximize profits and automate the equipment maintenance process, effectively. The adoption of cloud-based NLP solutions is expected to grow, owing to benefits, such as easy maintenance of generated data, cost-effectiveness, agility, flexibility, scalability, and effective management of these solutions. Companies prefer to adopt cloud-based NLP solutions, as these support their regional, cross-regional, or cross-country data recovery strategies. This enables organizations to ensure resilience in case of disasters.

Pattern and image recognition to grow at the highest CAGR during the forecast period

The NLP in healthcare and life sciences market by application is segmented into six categories: Interactive Voice Response (IVR), pattern and image recognition, auto coding, classification and categorization, text and speech analytics, and others (information extraction and report generation). The computer vision and Machine Learning (ML) algorithms detect precancerous lesions using the minutest details in tissue imagery, thus increasing the sensitivity and accuracy of cancer screening tests. In screening for skin cancer, for instance, Artificial Intelligence (AI) researchers have developed computer vision models that can analyze images and biopsy specimens of a person having cancer and how his/her skin changes much faster and more accurately than a doctor would.

Asia Pacific to grow at the highest CAGR during the forecast period

Asia Pacific (APAC) is expected to grow at the highest CAGR during the forecast period. Healthcare companies in the region have started deploying NLP solutions that will help them generate statistical data and make faster patient care decisions. Countries such as China, India, and Japan further focus on enhancing their management of data to enable computer-aided diagnoses and enhance rapid improvements in the performance for diagnosing and prognosis-prediction. Growing digitalization, increasing adoption of AI, Machine Learning (ML), and deep learning by vendors in the region, and government regulations and initiatives are expected to drive the growth of the market in the APAC.

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the NLP in healthcare and life sciences market.

  • By Company: Tier I: 32%, Tier II: 44%, and Tier III: 24%
  • By Designation: C-Level Executives: 65%, Directors: 23%, and Others: 12%
  • By Region: North America: 44%, Europe: 32%, APAC: 18%, MEA: 3%, and Latin America: 3%

The report includes the study of the key players offering NLP in healthcare and life sciences solutions and services. It profiles major vendors in the global NLP in healthcare and life sciences market. The major vendors includes 3M (US), Cerner (US), Nuance (US), Health Fidelity (US), Dolbey (US), Microsoft (US), IBM (US), Google (US), AWS (US), Apixio (US), Averbis (Germany), Linguamatics (UK), Clinithink (Georgia), Wave Health Technologies (Georgia), Inovalon (US), and Lexalytics (US).  It also includes an in-depth competitive analysis of the key players in the NLP in healthcare and life sciences market, along with their company profiles, business overviews, product offerings, recent developments, and market strategies.

Research Coverage

The market study covers the NLP in healthcare and life sciences market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as component, NLP type, application, deployment mode, organization size, application, end user, and region. The study further includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

  • The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall NLP in healthcare and life sciences market and the subsegments.
  • This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies.
  • The report further helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • 3M
  • Averbis
  • Cerner
  • Dolbey
  • Health Fidelity
  • Inovalon
  • MORE

1 Introduction
1.1 Objectives of the Study
1.2 Market Definition
1.2.1 Inclusions and Exclusions
1.3 Market Scope
1.3.1 Market Segmentation
1.3.2 Years Considered for the Study
1.4 Currency Considered
1.5 Stakeholders

2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakup of Primary Profiles
2.2 Market Breakup and Data Triangulation
2.2.1 Key Industry Insights
2.3 Market Size Estimation
2.3.1 Top-Down Approach
2.3.2 Bottom-Up Approach
2.4 Market Forecast
2.5 Assumptions for the Study
2.6 Limitations of the Study

3 Executive Summary

4 Premium Insights
4.1 Attractive Opportunities in the Market
4.2 Top 3 Applications
4.3 NLP in Healthcare and Life Sciences Market, by Region
4.4 North America NLP in Healthcare and Life Sciences Market, by Component and Application

5 Market Overview and Industry Trends
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Rising Urge of Predictive Analytics to Reduce Risk and Improve Significant Health Concerns
5.2.1.2 Growing Demand for Improving Ehr Data Usability to Better Patient Care
5.2.1.3 Ability to Analyze and Extract Meaning from Narrative Text and Non-Related Data Sources
5.2.2 Restraints
5.2.2.1 Specific Medical Sub-Languages and Poor Input Data Quality
5.2.3 Opportunities
5.2.3.1 Ensemble of NLP Systems to Boost Phenotyping Capabilities
5.2.3.2 Rising Demand for NLP Systems Programmed to Understand the Context of Medical Records
5.2.4 Challenges
5.2.4.1 Growing Regulatory Compliance and Privacy Concerns Over Data Security Slowing Down the Progress of Researchers
5.3 Case Studies
5.3.1 Drexel University Used Linguamatics I2E to Improve Cohort Selection for Hiv and Hepatitis C
5.3.2 a Healthcare Company Used Axtria to Provide a Comprehensive View of Patient Reports and Deliver Critical Insights to Both Healthcare Providers and the Company
5.3.3 to Create a Database and Medical Knowledge Base for An Online Clinic Chatbot to Build Up Anamnesis
5.3.4 to Predict High-Risk Chronic Kidney Disease Patients
5.4 Regulatory Implications
5.4.1 General Data Protection Regulation
5.4.2 Health Level Seven
5.4.3 Health Insurance Portability and Accountability Act of 1996
5.4.4 Cen Iso/Ieee 11073
5.4.5 HIPAA Security Rule
5.4.6 HIPAA Privacy Rule
5.5 NLP in Healthcare and Life Sciences: Architecture
5.6 Future Outlook: NLP in Healthcare and Life Sciences Market
5.6.1 Healthcare Trackers, Wearables, and Sensors
5.6.2 Virtual Reality
5.6.3 Augmented Reality
5.6.4 3D Printing
5.6.5 Robotics
5.6.6 Nanotechnology

6 NLP in Healthcare and Life Sciences Market, by Component
6.1 Introduction
6.1.1 Component: Market Drivers
6.2 Standalone Solutions
6.3 Services
6.3.1 Professional Services
6.3.2 Support and Maintenance

7 NLP in Healthcare and Life Sciences Market, by NLP Type
7.1 Introduction
7.1.1 NLP Type: Market Drivers
7.2 Rule-Based Natural Language Processing
7.3 Statistical Natural Language Processing
7.4 Hybrid Natural Language Processing

8 NLP in Healthcare and Life Sciences Market, by Deployment Mode
8.1 Introduction
8.1.1 Deployment Mode: Market Drivers
8.2 On-Premises
8.3 Cloud

9 NLP in Healthcare and Life Sciences Market, by Organization Size
9.1 Introduction
9.1.1 Organization Size: Market Drivers
9.2 Large Enterprises
9.3 Small and Medium-Sized Enterprises

10 NLP in Healthcare and Life Sciences Market, by Application
10.1 Introduction
10.1.1 Application: Market Drivers
10.2 Interative Voice Response
10.3 Pattern and Image Recognition
10.4 Auto Coding
10.5 Classification and Categorization
10.6 Text and Speech Analytics
10.7 Others

11 NLP in Healthcare and Life Sciences Market, by End-user
11.1 Introduction
11.1.1 End-user: Market Drivers
11.2 NLP for Physicians
11.3 NLP for Researchers
11.4 NLP for Patients
11.5 NLP for Clinical Operators

12 NLP in Healthcare and Life Sciences Market, by Region
12.1 Introduction
12.2 North America
12.2.1 North America: Market Drivers
12.2.2 United States
12.2.3 Canada
12.3 Europe
12.3.1 Europe: Market Drivers
12.3.2 United Kingdom
12.3.3 Germany
12.3.4 France
12.3.5 Rest of Europe
12.4 Asia-Pacific
12.4.1 China
12.4.2 Japan
12.4.3 India
12.4.4 Rest of Asia-Pacific
12.5 Middle East and Africa
12.5.1 Middle East and Africa: NLP in Healthcare and Life Sciences Market Drivers
12.5.2 Middle East
12.5.3 Africa
12.6 Latin America
12.6.1 Latin America: Market Drivers
12.6.2 Brazil
12.6.3 Mexico
12.6.4 Rest of Latin America

13 Competitive Landscape
13.1 Microquadrant Overview
13.2 Competitive Leadership Mapping
13.2.1 Visionary Leaders
13.2.2 Innovators
13.2.3 Dynamic Differentiators
13.2.4 Emerging Companies

14 Company Profiles
14.1 Introduction
14.2 3M
14.3 Microsoft
14.4 Cerner
14.5 Nuance
14.6 Dolbey
14.7 IBM
14.8 Apixio
14.9 Averbis
14.10 Google
14.11 AWS
14.12 Linguamatics
14.13 Clinithink
14.14 Inovalon
14.15 Health Fidelity
14.16 Lexalytics
14.17 Wave Health Technologies

15 Appendix
15.1 Industry Experts
15.2 Discussion Guide
15.3 Knowledge Store
15.4 Available Customizations
15.5 Related Reports
15.6 Author Details

List of Tables (121 Tables)
Table 1 United States Dollar Exchange Rate, 2017–2019
Table 2 Factor Analysis
Table 3 Global NLP in Healthcare and Life Sciences Market Size and Growth Rate, 2018–2025 (Usd Million, Y-O-Y %)
Table 4 NLP in Healthcare and Life Sciences Market Size, by Component, 2018–2025 (Usd Million)
Table 5 Standalone Solutions: Market Size, by Region, 2018–2025 (Usd Million)
Table 6 Market Size, by Service, 2018–2025 (Usd Million)
Table 7 Services: Market Size, by Region, 2018–2025 (Usd Million)
Table 8 Professional Services Market Size, by Region, 2018–2025 (Usd Million)
Table 9 Support and Maintenance Market Size, by Region, 2018–2025 (Usd Million)
Table 10 NLP in Healthcare and Life Sciences Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 11 Rule-Based NLP: Market Size, by Region, 2018–2025 (Usd Million)
Table 12 Statistical NLP: Market Size, by Region, 2018–2025 (Usd Million)
Table 13 Hybrid NLP: Market Size, by Region, 2018–2025 (Usd Million)
Table 14 Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 15 On-Premises: Market Size, by Region, 2018–2025 (Usd Million)
Table 16 Cloud: Market Size, by Region, 2018–2025 (Usd Million)
Table 17 Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 18 Large Enterprises: Market Size, by Region, 2018–2025 (Usd Million)
Table 19 Small and Medium-Sized Enterprises: Market Size, by Region, 2018–2025 (Usd Million)
Table 20 NLP in Healthcare and Life Sciences Market Size, by Application, 2018–2025 (Usd Million)
Table 21 Interactive Voice Response: Market Size, by Region, 2018–2025 (Usd Million)
Table 22 Pattern and Image Recognition: Market Size, by Region, 2018–2025 (Usd Million)
Table 23 Auto Coding: Market Size, by Region, 2018–2025 (Usd Million)
Table 24 Classification and Categorization: Market Size, by Region, 2018–2025 (Usd Million)
Table 25 Text and Speech Analytics: Market Size, by Region, 2018–2025 (Usd Million)
Table 26 Others: Market Size, by Region, 2018–2025 (Usd Million)
Table 27 NLP in Healthcare and Life Sciences Market Size, by End-user, 2018–2025 (Usd Million)
Table 28 NLP for Physicians: Market Size, by Region, 2018–2025 (Usd Million)
Table 29 NLP for Researchers: Market Size, by Region, 2018–2025 (Usd Million)
Table 30 NLP for Patients: Market Size, by Region, 2018–2025 (Usd Million)
Table 31 NLP for Clinical Operators: Market Size, by Region, 2018–2025 (Usd Million)
Table 32 NLP in Healthcare and Life Sciences Market Size, by Region, 2018–2025 (Usd Million)
Table 33 North America: NLP in Healthcare and Life Sciences Market Size, by Component, 2018–2025 (Usd Million)
Table 34 North America: Market Size, by Service, 2018–2025 (Usd Million)
Table 35 North America: Market Size, by Application, 2018–2025 (Usd Million)
Table 36 North America: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 37 North America: Market Size, by Deployment Mode, 20182025 (Usd Million)
Table 38 North America: Market Size, by Organization Size, 2020–2025 (Usd Million)
Table 39 North America: Market Size, by End-user, 2018–2025 (Usd Million)
Table 40 North America: Market Size, by Country, 2018–2025 (Usd Million)
Table 41 United States: Market Size, by Component, 2018–2025 (Usd Million)
Table 42 United States: Market Size, by Service, 2018–2025 (Usd Million)
Table 43 United States: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 44 United States: Market Size, by Application, 2018–2025 (Usd Million)
Table 45 United States: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 46 United States: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 47 United States: Market Size, by End-user, 2018–2025 (Usd Million)
Table 48 Canada: Market Size, by Component, 2018–2025 (Usd Million)
Table 49 Canada: Market Size, by Service, 2018–2025 (Usd Million)
Table 50 Canada: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 51 Canada: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 52 Canada: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 53 Canada: Market Size, by End-user, 2018–2025 (Usd Million)
Table 54 Europe: NLP in Healthcare and Life Sciences Market Size, by Component, 2018–2025 (Usd Million)
Table 55 Europe: Market Size, by Service, 2018–2025 (Usd Million)
Table 56 Europe: Market Size, by Application, 2018–2025 (Usd Million)
Table 57 Europe: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 58 Europe: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 59 Europe: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 60 Europe: Market Size, by End-user, 2018–2025 (Usd Million)
Table 61 Europe: Market Size, by Country, 2018–2025 (Usd Million)
Table 62 United Kingdom: Market Size, by Component, 2018–2025 (Usd Million)
Table 63 United Kingdom: Market Size, by Service, 2018–2025 (Usd Million)
Table 64 United Kingdom: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 65 United Kingdom: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 66 United Kingdom: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 67 United Kingdom: Market Size, by End-user, 2018–2025 (Usd Million)
Table 68 Germany: Market Size, by Component, 2018–2025 (Usd Million)
Table 69 Germany: Market Size, by Service, 2018–2025 (Usd Million)
Table 70 Germany: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 71 Germany: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 72 Germany: Market Size, by End-user, 2018–2025 (Usd Million)
Table 73 France: Market Size, by Component, 2018–2025 (Usd Million)
Table 74 France: Market Size, by Service, 2018–2025 (Usd Million)
Table 75 France: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 76 France: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 77 France: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 78 France: Market Size, by End-user, 2018–2025 (Usd Million)
Table 79 Asia-Pacific: NLP in Healthcare and Life Sciences Market Size, by Component, 2018–2025 (Usd Million)
Table 80 Asia-Pacific: Market Size, by Service, 2018–2025 (Usd Million)
Table 81 Asia-Pacific: Market Size, by Application, 2018–2025 (Usd Million)
Table 82 Asia-Pacific: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 83 Asia-Pacific: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 84 Asia-Pacific: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 85 Asia-Pacific: Market Size, by End-user, 2018–2025 (Usd Million)
Table 86 Asia-Pacific: Market Size, by Country, 2018–2025 (Usd Million)
Table 87 China: Market Size, by Component, 2018–2025 (Usd Million)
Table 88 China: Market Size, by Service, 2018–2025 (Usd Million)
Table 89 China: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 90 China: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 91 China: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 92 China: Market Size, by End-user, 2018–2025 (Usd Million)
Table 93 Japan: Market Size, by Component, 2018–2025 (Usd Million)
Table 94 Japan: Market Size, by Service, 2018–2025 (Usd Million)
Table 95 Japan: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 96 Japan: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 97 Japan: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 98 Japan: Market Size, by End-user, 2018–2025 (Usd Million)
Table 99 India: Market Size, by Component, 2018–2025 (Usd Million)
Table 100 India: Market Size, by Service, 2018–2025 (Usd Million)
Table 101 India: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 102 India: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 103 India: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 104 India: Market Size, by End-user, 2018–2025 (Usd Million)
Table 105 Middle East and Africa: NLP in Healthcare and Life Sciences Market Size, by Component, 2018–202 (5Usd Million)
Table 106 Middle East and Africa: Market Size, by Service, 2018–2025 (Usd Million)
Table 107 Middle East and Africa: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 108 Middle East and Africa: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 109 Middle East and Africa: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 110 Middle East and Africa: Market Size, by Application, 2018–2025 (Usd Million)
Table 111 Middle East and Africa: Market Size, by End-user, 2018–2025 (Usd Million)
Table 112 Middle East and Africa: Market Size, by Sub-Region, 2018–2025 (Usd Million)
Table 113 Latin America: NLP in Healthcare and Life Sciences Market Size, by Component, 2018–2025 (Usd Million)
Table 114 Latin America: Market Size, by Service, 2018–2025 (Usd Million)
Table 115 Latin America: Market Size, by Deployment Mode, 2018–2025 (Usd Million)
Table 116 Latin America: Market Size, by Organization Size, 2018–2025 (Usd Million)
Table 117 Latin America: Market Size, by NLP Type, 2018–2025 (Usd Million)
Table 118 Latin America: Market Size, by Application, 2018–2025 (Usd Million)
Table 119 Latin America: Market Size, by End-user, 2018–2025 (Usd Million)
Table 120 Latin America: Market Size, by Country, 2018–2025 (Usd Million)
Table 121 Evaluation Criteria

List of Figures (51 Figures)
Figure 1 NLP in Healthcare and Life Sciences Market: Research Design
Figure 2 Data Triangulation
Figure 3 Market Size Estimation Methodology – Approach 1 (Supply Side): Revenue of Solutions/Services of the Market
Figure 4 Market Size Estimation Methodology – Approach 2 Bottom-Up (Supply Side): Collective Revenue of All Solutions/Services of the Market
Figure 5 Market Sizing Methodology – Approach 3: Component Level Bottom-Up
Figure 6 Market: Top-Down and Bottom-Up Approaches
Figure 7 NLP in Healthcare and Life Sciences Market Snapshot, by Component
Figure 8 Market Snapshot, by Service
Figure 9 Market Snapshot, by NLP Type
Figure 10 Market Snapshot, by Application
Figure 11 Market Snapshot, by Deployment Mode
Figure 12 Market Snapshot, by Organization Size
Figure 13 Market Snapshot, by End-user
Figure 14 Market Snapshot, by Region
Figure 15 Ability to Analyze and Extract Meaning from Narrative Texts and Non-Related Data Sources, and Demand for Improving Ehr Data Usability to Better Patient Care Driving the Overall Growth of NLP in Healthcare and Life Sciences Market
Figure 16 Pattern and Image Recognition Segment to Grow at the Highest CAGR During the Forecast Period
Figure 17 North America to Hold the Highest Market Share in 2020
Figure 18 Standalone Solutions Segment, and Text and Speech Analytics Segment to Account for the Highest Shares in the NLP in Healthcare and Life Sciences Market in 2020
Figure 19 Drivers, Restraints, Opportunities, and Challenges
Figure 20 Functional Elements of NLP in Healthcare and Life Sciences Solutions
Figure 21 Services Segment to Register a Higher CAGR During the Forecast Period
Figure 22 Professional Services Segment to Grow at a Higher CAGR During the Forecast Period
Figure 23 Hybrid NLP Segment to Grow at the Highest CAGR During the Forecast Period
Figure 24 Cloud Segment to Register a Higher CAGR During the Forecast Period
Figure 25 Small and Medium-Sized Enterprises Segment to Register a Higher CAGR During the Forecast Period
Figure 26 Pattern and Image Recognition Segment to Register the Highest CAGR During the Forecast Period
Figure 27 NLP for Researchers Segment to Grow at the Highest CAGR During the Forecast Period
Figure 28 Based on Country, Japan to Hold the Highest CAGR During the Forecast Period
Figure 29 Based on Region, Asia-Pacific to Hold the Highest CAGR During the Forecast Period
Figure 30 North America: Market Snapshot
Figure 31 Pattern and Image Recognition Segment to Grow at the Highest CAGR During the Forecast Period in North America
Figure 32 Pattern and Image Recognition Segment to Hold the Highest CAGR During the Forecast Period in Europe
Figure 33 Asia-Pacific: Market Snapshot
Figure 34 Pattern and Image Recognition Segment to Grow at the Highest CAGR During the Forecast Period in Asia-Pacific
Figure 35 Pattern and Image Recognition Segment to Grow at the Highest CAGR During the Forecast Period in Middle East and Africa
Figure 36 Pattern and Image Recognition Segment to Grow at the Highest CAGR During the Forecast Period in Latin America
Figure 37 NLP in Healthcare and Life Sciences Market (Global), Competitive Leadership Mapping, 2020
Figure 38 3M: Company Snapshot
Figure 39 3M: SWOT Analysis
Figure 40 Microsoft: Company Snapshot
Figure 41 Microsoft: SWOT Analysis
Figure 42 Cerner: Company Snapshot
Figure 43 Nuance: Company Snapshot
Figure 44 Nuance: SWOT Analysis
Figure 45 IBM: Company Snapshot
Figure 46 IBM: SWOT Analysis
Figure 47 Google: Company Snapshot
Figure 48 Google: SWOT Analysis
Figure 49 AWS: Company Snapshot
Figure 50 AWS: SWOT Analysis
Figure 51 Inovalon: Company Snapshot

Note: Product cover images may vary from those shown
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  • 3M
  • AWS
  • Apixio
  • Averbis
  • Cerner
  • Clinithink
  • Dolbey
  • Google
  • Health Fidelity
  • IBM
  • Inovalon
  • Lexalytics
  • Linguamatics
  • Microsoft
  • Nuance
  • Wave Health Technologies
Note: Product cover images may vary from those shown
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