Table of Content


TABLE OF CONTENTS

1 INTRODUCTION 19
1.1 OBJECTIVES OF THE STUDY 19
1.2 MARKET DEFINITION 19
1.2.1 INCLUSIONS AND EXCLUSIONS 20
1.3 MARKET SCOPE 20
1.3.1 MARKET SEGMENTATION 20
1.3.2 YEARS CONSIDERED FOR THE STUDY 21
1.4 CURRENCY CONSIDERED 21
1.5 STAKEHOLDERS 21
2 RESEARCH METHODOLOGY 22
2.1 RESEARCH DATA 22
2.1.1 SECONDARY DATA 24
2.1.2 PRIMARY DATA 24
2.1.2.1 Breakup of primary profiles 25
2.2 MARKET BREAKUP AND DATA TRIANGULATION 26
2.2.1 KEY INDUSTRY INSIGHTS 27
2.3 MARKET SIZE ESTIMATION 28
2.3.1 TOP-DOWN APPROACH 30
2.3.2 BOTTOM-UP APPROACH 31
2.4 MARKET FORECAST 31
2.5 ASSUMPTIONS FOR THE STUDY 32
2.6 LIMITATIONS OF THE STUDY 33
3 EXECUTIVE SUMMARY 34
4 PREMIUM INSIGHTS 40
4.1 ATTRACTIVE OPPORTUNITIES IN THE NLP IN HEALTHCARE AND LIFE SCIENCES MARKET 40
4.2 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET: TOP 3 APPLICATIONS 41
4.3 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY REGION 41
4.4 NORTH AMERICA NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, 
BY COMPONENT AND APPLICATION 42
5 MARKET OVERVIEW AND INDUSTRY TRENDS 43
5.1 INTRODUCTION 43
5.2 MARKET DYNAMICS 43
5.2.1 DRIVERS 44
5.2.1.1 Rising urge of predictive analytics to reduce risk and improve significant health concerns 44
5.2.1.2 Growing demand for improving EHR data usability to better 
patient care 45
5.2.1.3 Ability to analyze and extract meaning from narrative text and 
non-related data sources 45
5.2.2 RESTRAINTS 46
5.2.2.1 Specific medical sub-languages and poor input data quality 46
5.2.3 OPPORTUNITIES 46
5.2.3.1 Ensemble of NLP systems to boost phenotyping capabilities 46
5.2.3.2 Rising demand for NLP systems programmed to understand 
the context of medical records 47
5.2.4 CHALLENGES 47
5.2.4.1 Growing regulatory compliance and privacy concerns over data security slowing down the progress of researchers 47
5.3 CASE STUDIES 48
5.3.1 DREXEL UNIVERSITY USED LINGUAMATICS I2E TO IMPROVE COHORT SELECTION FOR HIV AND HEPATITIS C 48
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 48
5.3.3 TO CREATE A DATABASE AND MEDICAL KNOWLEDGE BASE FOR AN ONLINE CLINIC CHATBOT TO BUILD UP ANAMNESIS 49
5.3.4 TO PREDICT HIGH-RISK CHRONIC KIDNEY DISEASE PATIENTS 50
5.4 REGULATORY IMPLICATIONS 50
5.4.1 GENERAL DATA PROTECTION REGULATION 50
5.4.2 HEALTH LEVEL SEVEN 51
5.4.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 51
5.4.4 CEN ISO/IEEE 11073 51
5.4.5 HIPAA SECURITY RULE 52
5.4.6 HIPAA PRIVACY RULE 52
5.5 NLP IN HEALTHCARE AND LIFE SCIENCES: ARCHITECTURE 52
5.6 FUTURE OUTLOOK: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET 53
5.6.1 HEALTHCARE TRACKERS, WEARABLES, AND SENSORS 53
5.6.2 VIRTUAL REALITY 53
5.6.3 AUGMENTED REALITY 54
5.6.4 3D PRINTING 54
5.6.5 ROBOTICS 54
5.6.6 NANOTECHNOLOGY 55
6 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY COMPONENT 56
6.1 INTRODUCTION 57
6.1.1 COMPONENT: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 57
6.2 STANDALONE SOLUTIONS 58

6.3 SERVICES 59
6.3.1 PROFESSIONAL SERVICES 60
6.3.2 SUPPORT AND MAINTENANCE 61
7 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY NLP TYPE 62
7.1 INTRODUCTION 63
7.1.1 NLP TYPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 63
7.2 RULE-BASED NATURAL LANGUAGE PROCESSING 64
7.3 STATISTICAL NATURAL LANGUAGE PROCESSING 65
7.4 HYBRID NATURAL LANGUAGE PROCESSING 65
8 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY DEPLOYMENT MODE 67
8.1 INTRODUCTION 68
8.1.1 DEPLOYMENT MODE: NLP IN HEALTHCARE AND LIFE SCIENCES 
MARKET DRIVERS 68
8.2 ON-PREMISES 69
8.3 CLOUD 70
9 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY ORGANIZATION SIZE 71
9.1 INTRODUCTION 72
9.1.1 ORGANIZATION SIZE: NLP IN HEALTHCARE AND LIFE SCIENCES 
MARKET DRIVERS 72
9.2 LARGE ENTERPRISES 73
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 74
10 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY APPLICATION 75
10.1 INTRODUCTION 76
10.1.1 APPLICATION: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 76
10.2 INTERATIVE VOICE RESPONSE 77
10.3 PATTERN AND IMAGE RECOGNITION 78
10.4 AUTO CODING 79
10.5 CLASSIFICATION AND CATEGORIZATION 80
10.6 TEXT AND SPEECH ANALYTICS 80
10.7 OTHERS 81
11 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY END USER 83
11.1 INTRODUCTION 84
11.1.1 END USER: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 84
11.2 NLP FOR PHYSICIANS 85
11.3 NLP FOR RESEARCHERS 86
11.4 NLP FOR PATIENTS 87
11.5 NLP FOR CLINICAL OPERATORS 87
12 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET, BY REGION 89
12.1 INTRODUCTION 90
12.2 NORTH AMERICA 92
12.2.1 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES 
MARKET DRIVERS 92
12.2.2 UNITED STATES 97
12.2.3 CANADA 100
12.3 EUROPE 103
12.3.1 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 103
12.3.2 UNITED KINGDOM 107
12.3.3 GERMANY 110
12.3.4 FRANCE 112
12.3.5 REST OF EUROPE 115
12.4 ASIA PACIFIC 115
12.4.1 CHINA 120
12.4.2 JAPAN 123
12.4.3 INDIA 125
12.4.4 REST OF ASIA PACIFIC 127
12.5 MIDDLE EAST AND AFRICA 128
12.5.1 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 128
12.5.2 MIDDLE EAST 132
12.5.3 AFRICA 132
12.6 LATIN AMERICA 132
12.6.1 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET DRIVERS 132
12.6.2 BRAZIL 136
12.6.3 MEXICO 136
12.6.4 REST OF LATIN AMERICA 136
13 COMPETITIVE LANDSCAPE 137
13.1 MICROQUADRANT OVERVIEW 137
13.2 COMPETITIVE LEADERSHIP MAPPING 137
13.2.1 VISIONARY LEADERS 137
13.2.2 INNOVATORS 137
13.2.3 DYNAMIC DIFFERENTIATORS 137
13.2.4 EMERGING COMPANIES 138

14 COMPANY PROFILES 139
(Business Overview, Solutions and Services Offered, SWOT Analysis, Recent Developments, RIght-to-win)*
14.1 INTRODUCTION 139
14.2 3M 140
14.3 MICROSOFT 143
14.4 CERNER 147
14.5 NUANCE 150
14.6 DOLBEY 154
14.7 IBM 155
14.8 APIXIO 158
14.9 AVERBIS 160
14.10 GOOGLE 162
14.11 AWS 165
14.12 LINGUAMATICS 168
14.13 CLINITHINK 170
14.14 INOVALON 172
14.15 HEALTH FIDELITY 174
14.16 LEXALYTICS 174
14.17 WAVE HEALTH TECHNOLOGIES 175
*Business Overview, Solutions and Services Offered, SWOT Analysis, Recent Developments, RIght-to-win might not be captured in case of unlisted companies.
15 APPENDIX 176
15.1 INDUSTRY EXPERTS 176
15.2 DISCUSSION GUIDE 177
15.4 AVAILABLE CUSTOMIZATIONS 184
15.5 RELATED REPORTS 184
15.6 AUTHOR DETAILS 185

LIST OF TABLES

TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 21
TABLE 2 FACTOR ANALYSIS 31
TABLE 3 GLOBAL NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE AND GROWTH RATE, 2018–2025 (USD MILLION, Y-O-Y %) 35
TABLE 4 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY COMPONENT, 
2018–2025 (USD MILLION) 58
TABLE 5 STANDALONE SOLUTIONS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 58
TABLE 6 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY SERVICE, 
2018–2025 (USD MILLION) 59
TABLE 7 SERVICES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 60
TABLE 8 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 60
TABLE 9 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 
2018–2025 (USD MILLION) 61
TABLE 10 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY NLP TYPE, 
2018–2025 (USD MILLION) 63
TABLE 11 RULE-BASED NLP: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 64
TABLE 12 STATISTICAL NLP: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 65
TABLE 13 HYBRID NLP: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 66
TABLE 14 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 69
TABLE 15 ON-PREMISES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 69
TABLE 16 CLOUD: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 70
TABLE 17 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 73
TABLE 18 LARGE ENTERPRISES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 73
TABLE 19 SMALL AND MEDIUM-SIZED ENTERPRISES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 74
TABLE 20 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 
2018–2025 (USD MILLION) 77
TABLE 21 INTERATIVE VOICE RESPONSE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 78
TABLE 22 PATTERN AND IMAGE RECOGNITION: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 79
TABLE 23 AUTO CODING: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 79
TABLE 24 CLASSIFICATION AND CATEGORIZATION: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 80
TABLE 25 TEXT AND SPEECH ANALYTICS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 81
TABLE 26 OTHERS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 82
TABLE 27 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY END USER, 
2018–2025 (USD MILLION) 85
TABLE 28 NLP FOR PHYSICIANS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 85
TABLE 29 NLP FOR RESEARCHERS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 86
TABLE 30 NLP FOR PATIENTS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY REGION, 2018–2025 (USD MILLION) 87
TABLE 31 NLP FOR CLINICAL OPERATORS: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 88
TABLE 32 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY REGION, 
2018–2025 (USD MILLION) 91
TABLE 33 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 94
TABLE 34 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 94
TABLE 35 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY APPLICATION, 2018–2025 (USD MILLION) 95
TABLE 36 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 95
TABLE 37 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 20182025 (USD MILLION) 96
TABLE 38 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2020–2025 (USD MILLION) 96
TABLE 39 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 96
TABLE 40 NORTH AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COUNTRY, 2018–2025 (USD MILLION) 97
TABLE 41 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 98
TABLE 42 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 98
TABLE 43 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 98
TABLE 44 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY APPLICATION, 2018–2025 (USD MILLION) 99
TABLE 45 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 99
TABLE 46 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 100
TABLE 47 UNITED STATES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 100
TABLE 48 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 101
TABLE 49 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 101
TABLE 50 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 101
TABLE 51 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 102
TABLE 52 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 102
TABLE 53 CANADA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 103
TABLE 54 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 104
TABLE 55 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 105
TABLE 56 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY APPLICATION, 2018–2025 (USD MILLION) 105
TABLE 57 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 106
TABLE 58 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 106
TABLE 59 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 106
TABLE 60 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 107
TABLE 61 EUROPE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COUNTRY, 2018–2025 (USD MILLION) 107
TABLE 62 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 108
TABLE 63 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 108
TABLE 64 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 108
TABLE 65 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 109
TABLE 66 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 109
TABLE 67 UNITED KINGDOM: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 110
TABLE 68 GERMANY: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 111
TABLE 69 GERMANY: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 111
TABLE 70 GERMANY: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 111
TABLE 71 GERMANY: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 112
TABLE 72 GERMANY: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 112
TABLE 73 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 113
TABLE 74 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 113
TABLE 75 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 113
TABLE 76 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 114
TABLE 77 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 114
TABLE 78 FRANCE: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 114
TABLE 79 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 117
TABLE 80 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 117
TABLE 81 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY APPLICATION, 2018–2025 (USD MILLION) 118
TABLE 82 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 118
TABLE 83 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 119
TABLE 84 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 119
TABLE 85 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 119
TABLE 86 ASIA PACIFIC: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COUNTRY, 2018–2025 (USD MILLION) 120
TABLE 87 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 121
TABLE 88 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 121
TABLE 89 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 121
TABLE 90 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 122
TABLE 91 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 122
TABLE 92 CHINA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 122
TABLE 93 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 123
TABLE 94 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 123
TABLE 95 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 124
TABLE 96 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 124
TABLE 97 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 124
TABLE 98 JAPAN: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 125
TABLE 99 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 125
TABLE 100 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 126
TABLE 101 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 126
TABLE 102 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 126
TABLE 103 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 127
TABLE 104 INDIA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY END USER, 2018–2025 (USD MILLION) 127
TABLE 105 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY COMPONENT, 2018–202 (5USD MILLION) 129
TABLE 106 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION) 129
TABLE 107 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 129
TABLE 108 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 130
TABLE 109 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY NLP TYPE, 2018–2025 (USD MILLION) 130
TABLE 110 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY APPLICATION, 2018–2025 (USD MILLION) 131
TABLE 111 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY END USER, 2018–2025 (USD MILLION) 131
TABLE 112 MIDDLE EAST AND AFRICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, BY SUB-REGION, 2018–2025 (USD MILLION) 131
TABLE 113 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COMPONENT, 2018–2025 (USD MILLION) 133
TABLE 114 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY SERVICE, 2018–2025 (USD MILLION) 133
TABLE 115 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 134
TABLE 116 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 134
TABLE 117 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY NLP TYPE, 2018–2025 (USD MILLION) 134
TABLE 118 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY APPLICATION, 2018–2025 (USD MILLION) 135
TABLE 119 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY END USER, 2018–2025 (USD MILLION) 135
TABLE 120 LATIN AMERICA: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZE, 
BY COUNTRY, 2018–2025 (USD MILLION) 136
TABLE 121 EVALUATION CRITERIA 137

LIST OF FIGURES

FIGURE 1 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET: RESEARCH DESIGN 23
FIGURE 2 DATA TRIANGULATION 26
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE NLP IN HEALTHCARE AND LIFE SCIENCES MARKET 28
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 BOTTOM-UP 
(SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF 
THE NLP IN HEALTHCARE AND LIFE SCIENCES MARKET 28
FIGURE 5 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SIZING METHODOLOGY – APPROACH 3: COMPONENT LEVEL BOTTOM-UP 29
FIGURE 6 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET: TOP-DOWN AND 
BOTTOM-UP APPROACHES 30
FIGURE 7 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY COMPONENT 36
FIGURE 8 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY SERVICE 36
FIGURE 9 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY NLP TYPE 37
FIGURE 10 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY APPLICATION 37
FIGURE 11 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, 
BY DEPLOYMENT MODE 37
FIGURE 12 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, 
BY ORGANIZATION SIZE 38
FIGURE 13 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY END USER 38
FIGURE 14 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET SNAPSHOT, BY REGION 39
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 40
FIGURE 16 PATTERN AND IMAGE RECOGNITION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 41
FIGURE 17 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020 41
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 42
FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: NLP IN HEALTHCARE AND LIFE SCIENCES MARKET 44
FIGURE 20 FUNCTIONAL ELEMENTS OF NLP IN HEALTHCARE AND LIFE SCIENCES SOLUTIONS 52
FIGURE 21 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING 
THE FORECAST PERIOD 57
FIGURE 22 PROFESSIONAL SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING 
THE FORECAST PERIOD 59
FIGURE 23 HYBRID NLP SEGMENT TO GROW AT THE HIGHEST CAGR DURING 
THE FORECAST PERIOD 63
FIGURE 24 CLOUD SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 68
FIGURE 25 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 72
FIGURE 26 PATTERN AND IMAGE RECOGNITION SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 76
FIGURE 27 NLP FOR RESEARCHERS SEGMENT TO GROW AT THE HIGHEST CAGR DURING 
THE FORECAST PERIOD 84
FIGURE 28 BASED ON COUNTRY, JAPAN TO HOLD THE HIGHEST CAGR DURING 
THE FORECAST PERIOD 90
FIGURE 29 BASED ON REGION, ASIA PACIFIC TO HOLD THE HIGHEST CAGR DURING 
THE FORECAST PERIOD 91
FIGURE 30 NORTH AMERICA: MARKET SNAPSHOT 93
FIGURE 31 PATTERN AND IMAGE RECOGNITION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN NORTH AMERICA 94
FIGURE 32 PATTERN AND IMAGE RECOGNITION SEGMENT TO HOLD THE HIGHEST CAGR DURING THE FORECAST PERIOD IN EUROPE 104
FIGURE 33 ASIA PACIFIC: MARKET SNAPSHOT 116
FIGURE 34 PATTERN AND IMAGE RECOGNITION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN ASIA PACIFIC 117
FIGURE 35 PATTERN AND IMAGE RECOGNITION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN MIDDLE EAST AND AFRICA 128
FIGURE 36 PATTERN AND IMAGE RECOGNITION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN LATIN AMERICA 133
FIGURE 37 NLP IN HEALTHCARE AND LIFE SCIENCES MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2020 138
FIGURE 38 3M: COMPANY SNAPSHOT 140
FIGURE 39 3M: SWOT ANALYSIS 141
FIGURE 40 MICROSOFT: COMPANY SNAPSHOT 143
FIGURE 41 MICROSOFT: SWOT ANALYSIS 144
FIGURE 42 CERNER: COMPANY SNAPSHOT 147
FIGURE 43 NUANCE: COMPANY SNAPSHOT 150
FIGURE 44 NUANCE: SWOT ANALYSIS 152
FIGURE 45 IBM: COMPANY SNAPSHOT 155
FIGURE 46 IBM: SWOT ANALYSIS 156
FIGURE 47 GOOGLE: COMPANY SNAPSHOT 162
FIGURE 48 GOOGLE: SWOT ANALYSIS 164
FIGURE 49 AWS: COMPANY SNAPSHOT 165
FIGURE 50 AWS: SWOT ANALYSIS 167
FIGURE 51 INOVALON: COMPANY SNAPSHOT 172