Chapter 3 Market and Technology Background
- Definition of Cognitive Computing
- Definition of Artificial intelligence (AI)
- Main Areas of AI
- Why Artificial Intelligence?
- Benefits
- History of Artificial Intelligence
- Artificial Intelligence and Cognitive Computing in Healthcare
- Enhancing Electronic Medical Records
- Improving Clinical Teaching
- Examples and Use Cases of AI Technology Services and Platforms
- Welltok's CafeWell Concierge
- IBM's Watson
- Future Applications
- Market Dynamics
- Drivers
- Restraints
- Opportunities
Chapter 4 Market Breakdown by Type of Offering
Chapter 5 Market Breakdown by Technology
- Natural Language Processing (NLP)
- History
- Definition
- Classification of NLP
- Applications of Natural Language Processing in Healthcare
- Context Aware Processing
- Deep Learning
- Querying Method
Chapter 6 Market Breakdown by Application
- Robot-Assisted Surgery
- Types of AI Surgical Concepts
- Virtual Nursing Assistant
- Preliminary Diagnosis
- Clinical Trial Participant Identifier
- Dosage Error Reduction
- Fraud Detection
- Administrative Workflow Assistance
- Other Applications
Chapter 7 Market Breakdown by End User
- Healthcare Providers
- Pharmaceutical and Biotechnology Companies
- Patients
- Payers
Chapter 8 Market Breakdown by Region
- North America
- United States
- Canada
- Mexico
- Europe
- Germany
- U.K.
- France
- Italy
- Spain
- Rest of Europe
- Asia-Pacific
- Japan
- China
- Australia
- India
- South Korea
- Taiwan
- Rest of Asia-Pacific
- ROW (Rest of the World)
- Brazil
- Saudi Arabia
- Republic of South Africa
- Others
Chapter 12 Company Profiles
- ALPHABET INC. (GOOGLE INC.)
- Overview
- Product Portfolio
- Alphabet Inc. Financials
- APIXIO INC.
- Overview
- Products
- APPLE INC.
- Overview
- Products Portfolio
- Apple Financials
- BIOSYMETRICS
- Overview
- Product Portfolio
- CARESKORE
- Overview
- Product Portfolio
- COGNITIVESCALE
- Overview
- Product Portfolio
- ENLITIC INC.
- Overview
- Product Portfolio
- ENTERRA SOLUTIONS, LLC
- Overview
- Product Portfolio
- GENERAL VISION
- Overview
- Product Portfolio
- HEALTHCARE X.O GMBH
- Overview
- Product Portfolio
- ICARBONX
- Overview
- Product Portfolio
- INTEL CORP.
- Overview
- Product Portfolio
- Intel Corp. Financials
- INTERNATIONAL BUSINESS MACHINES CORP.(IBM CORP.)
- Overview
- Product Portfolio
- MEDWHAT.COM INC.
- Overview
- Product Portfolio
- MICROSOFT CORP.
- Overview
- Product Portfolio
- NEXT IT CORP.
- Overview
- Product Portfolio
- NUMENTA
- Overview
- Product Portfolio
- NVIDIA CORP.
- Overview
- Product Portfolio
- ONCORA MEDICAL
- Overview
- Product Portfolio
- PALANTIR TECHNOLOGIES
- Overview
- Product Portfolio
- PTC INC.
- Overview
- Product Portfolio
- TEQMINE
- Overview
- Product Portfolio
- VICARIOUS
- Overview
- Product Portfolio
- WELLTOK INC.
- Overview
- Product Portfolio
- ZEPHYR HEALTH INC.
- Overview
- Product Portfolio
List of Tables
Summary Table: Global Market for Cognitive Computing and AI Systems in Healthcare, by Region, Through 2022
Table 1: Global Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 2: Global Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 3: Global Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 4: Global Market for Cognitive Computing and AI Systems Hardware, by Region, Through 2022
Table 5: Global Market for Cognitive Computing and AI Systems Services, by Region, Through 2022
Table 6: Global Market for Cognitive Computing and AI Software, by Region, Through 2022
Table 7: Global Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 8: Global Market for Natural Language Processing in Healthcare, by Region, Through 2022
Table 9: Global Market for Context Aware Processing in Healthcare, by Region, Through 2022
Table 10: Deep Learning Timeline, 1958-2016
Table 11: Global Market for Deep Learning in Healthcare, by Region, Through 2022
Table 12: Global Market for Querying Methods in Healthcare, by Region, Through 2022
Table 13: Global Market for Cognitive Computing and AI Systems in Healthcare, by Application, Through 2022
Table 14: Global Market for Robot-assisted Surgery, by Region, Through 2022
Table 15: Global Market for Virtual Nursing Assistants, by Region, Through 2022
Table 16: Global Market for Preliminary Diagnosis, by Region, Through 2022
Table 17: Global Market for Clinical Trial Participant Identifier, by Region, Through 2022
Table 18: Global Market for Dosage Error Reduction, by Region, Through 2022
Table 19: Role of AI in Reducing Dosage Error
Table 20: Global Market for Fraud Detection, by Region, Through 2022
Table 21: Global Market for Administrative Workflow Assistance, by Region, Through 2022
Table 22: Global Market for Other Applications, by Region, Through 2022
Table 23: Global Market for Cognitive Computing and AI Systems in Healthcare, by End User, Through 2022
Table 24: Global Market for Cognitive Computing and AI Used by Healthcare Providers, by Region, Through 2022
Table 25: Global Market for Cognitive Computing and AI Used by Pharmaceutical and Biotechnology Companies, by Region, Through 2022
Table 26: Global Market for Cognitive Computing and AI Used by Patients, by Region, Through 2022
Table 27: Global Market for Cognitive Computing and AI Used by Payers, by Region, Through 2022
Table 28: Top AI Start-ups in Healthcare, by Country
Table 29: Global Market for Cognitive Computing and AI Systems in Healthcare, by Region, Through 2022
Table 30: North American Market for Cognitive Computing and AI Systems in Healthcare, by Country, Through 2022
Table 31: North American Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 32: North American Market for Cognitive Computing and AI Systems in Healthcare, by Application, Through 2022
Table 33: North American Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 34: North American Market for Cognitive Computing and AI Systems in Healthcare, by End User, Through 2022
Table 35: European Market for Cognitive Computing and AI Systems in Healthcare, by Country, Through 2022
Table 36: European Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 37: European Market for Cognitive Computing and AI Systems in Healthcare, by Application, Through 2022
Table 38: European Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 39: European Market for Cognitive Computing and AI Systems in Healthcare, by End User, Through 2022
Table 40: Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, by Country, Through 2022
Table 41: Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 42: Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, by Application, Through 2022
Table 43: Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 44: Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, by End User, Through 2022
Table 45: ROW Market for Cognitive Computing and AI Systems in Healthcare, by Country, Through 2022
Table 46: ROW Market for Cognitive Computing and AI Systems in Healthcare, by Type of Offering, Through 2022
Table 47: ROW Market for Cognitive Computing and AI Systems in Healthcare, by Application, Through 2022
Table 48: ROW Market for Cognitive Computing and AI Systems in Healthcare, by Technology, Through 2022
Table 49: ROW Market for Cognitive Computing and AI Systems in Healthcare, by End User, Through 2022
Table 50: Alphabet (Google): Product Portfolio
Table 51: Alphabet (Google): Financials, 2014-2016
Table 52: Apixio: Product Portfolio
Table 53: Apple: Product Portfolio
Table 54: Apple: Financials, 2015-2017
Table 55: Apple: Development Strategies, 2017 and 2018
Table 56: BioSymetrics: Product Portfolio
Table 57: BioSymetrics: Developments Strategy, 2017
Table 58: CareSkore: Product Portfolio
Table 59: CareSkore: Development Strategy, 2016
Table 60: CognitiveScale: Product Portfolio
Table 61: CognitiveScale: Developments Strategy, 2018
Table 62: Enlitic: Product Portfolio
Table 63: Enlitic: Developments Strategy, 2015-2017
Table 64: Enterra Solutions: Product Portfolio
Table 65: General Vision: Product Portfolio
Table 66: General Vision: Development Strategies, 2016 and 2017
Table 67: Healthcare X.O: Product Portfolio
Table 68: Healthcare X.O: Developments Strategy, 2017
Table 69: iCarbonX: Product Portfolio
Table 70: iCarbonX: Developments Strategy, 2016 and 2017
Table 71: Intel: Product Portfolio
Table 72: Intel: Financials, 2014-2016
Table 73: IBM: Product Portfolio
Table 74: IBM: Developments Strategy, 2016 and 2017
Table 75: MedWhat: Product Portfolio
Table 76: Microsoft: Product Portfolio
Table 77: Microsoft: Development Strategy, 2017
Table 78: Next IT: Product Portfolio
Table 79: Numenta: Product Portfolio
Table 80: Nvidia: Product Portfolio
Table 81: Oncora Medical: Product Portfolio
Table 82: Oncora Medical: Developments Strategy, 2017
Table 83: Palantir Technologies: Product Portfolio
Table 84: PTC: Product Portfolio
Table 85: PTC: Development Strategy, 2017
Table 86: Teqmine: Product Portfolio
Table 87: Welltok: Product Portfolio
Table 88: Welltok: Development Strategy, 2015
Table 89: Zephyr Health: Product Portfolio
List of Figures
Summary Figure: Global Market for Cognitive Computing and AI Systems in Healthcare, by Region, 2016-2022
Figure 1: Role of Cognitive Computing in Personalized Healthcare
Figure 2: Components of Cognitive Computing and AI Systems
Figure 3: Evolution of Cognitive Computing
Figure 4: IBM Cognitive Computing Hardware Unit: Watson
Figure 5: Building the Hardware for the Next Generation of Artificial Intelligence
Figure 6: Evolution of Hardware for Artificial Intelligence
Figure 7: Features of Cognitive Solution
Figure 8: CognitiveScale: Guided Care
Figure 9: Cognitive Computing Based Software
Figure 10: CognitiveScale: Cognitive Computing and AI Software
Figure 11: Segmentation of the Global Market for Cognitive Computing and AI Systems in Healthcare, by Technology
Figure 12: Broad Classification of Natural Language Processing
Figure 13: Cognitive Computing and AI Systems in Healthcare Applications
Figure 14: Virtual Nursing Assistance: Cognitive Computing
Figure 15: Virtual Nursing Assistance: AI and Cognitive Computing
Figure 16: Healthcare Uses of AI: Virtual Nursing Assistant
Figure 17: AI: Medical Diagnosis
Figure 18: Human Dx: Medical Diagnosis
Figure 19: Histopathology Diagnosis: AI
Figure 20: Clinical Study Tracker (CST)
Figure 21: Deep 6 AI: Clinical Trial Participant Finder
Figure 22: Medication Errors in the U.S., 2010
Figure 23: System Hierarchy of Medical Errors
Figure 24: AI Solutions: Fraud Detection
Figure 25: WhiteHat AI Centaur System: Role in Fraud Detection
Figure 26: Health Bot Project: Administrative Workflow Assistance
Figure 27: Research Studies: Administrative Workflow Assistance
Figure 28: End Users of Cognitive Computing and AI Systems in Healthcare
Figure 29: External Investment in North America for AI, 2010-2016
Figure 30: U.S. Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 31: Canadian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 32: Mexican Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 33: European AI Landscape: Top 10 AI Start-up Hubs
Figure 34: Adoption of AI Technologies in Various Industries across Europe
Figure 35: AI Companies Operating in Healthcare Germany
Figure 36: German Market for Cognitive Computing and AI Systems, 2016-2022
Figure 37: U.K. Market for Cognitive Computing and AI Systems, 2016-2022
Figure 38: French Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 39: Italian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 40: Spain’s Market for Cognitive Computing and AI Systems, 2016-2022
Figure 41: Rest of European Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 42: External Investment in Asia for AI, 2010-2016
Figure 43: Japanese Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 44: Chinese Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 45: Australian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 46: Indian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 47: South Korean Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 48: Taiwanese Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 49: Rest of Asia-Pacific Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 50: Number of Hospitals in Latin America Region, by Country, 2017
Figure 51: Factors Contributing to the Growing Use of AI and Cognitive Computing Technologies in Latin America
Figure 52: Brazilian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 53: Saudi Arabian Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 54: Republic of South Africa’s Market for Cognitive Computing and AI Systems in Healthcare, 2016-2022
Figure 55: ROW Market for Other Computing and AI Systems in Healthcare, 2016-2022
Figure 56: Emerging AI and Cognitive Computing Technologies and Government Implications
Figure 57: Role of the Government: AI and Cognitive Computing Applications
Figure 58: Role of the Government: AI and Cognitive Computing Applications
Figure 59: Global Cognitive Computing and AI Systems Patent Share, by Year, 2013-2017
Figure 60: Cognitive Computing and AI Systems Patent Share, by Region, 2013-2017
Figure 61: Cognitive Computing and AI Systems Patent Share, by Country, 2013-2017
Figure 62: Cognitive Computing and AI Systems Patent Share, by Assignee, 2013-2017
Figure 63: Strategies Used in the Global Market for Cognitive Computing and AI Systems in Healthcare, by Type, 2014-2017
Figure 64: Key Strategies Used in the Global Market for Cognitive Computing and AI Systems in Healthcare, 2017
Figure 65: Key Strategies Used in the Global Market for Global Cognitive Computing and AI Systems in Healthcare, 2015-2018