Artificial Intelligence (AI) In Drug Discovery Global Market 2022 Opportunities And Strategies To 2031: By Technology: (Context-Aware Processing; Natural Language Processing; Querying Method; Deep Learning); By Drug Type; By Therapeutic Type; By End-Users
- Report ID: 43201
- Date: Sep, 2022
- Pages: 274
- Category: ICT & Media
Artificial Intelligence (AI) In Drug Discovery Global Market Opportunities And Strategies To 2031: COVID-19 Growth And Change from Altus Market Research provides the strategists; marketers and senior management with the critical information they need to assess the global artificial intelligence (AI) in drug discovery market as it emerges from the COVID 19 shut down.
This report describes and explains the global artificial intelligence (AI) in drug discovery market and covers 2016-2021, termed the historic period, and 2021-2026 termed the forecast period, along with further forecasts for the period 2026-2031. The report evaluates the market across each region and for the major economies within each region.
The global artificial intelligence (AI) in drug discovery market reached a value of nearly $791.8 million in 2021, having increased at a compound annual growth rate (CAGR) of 31.0% since 2016. The market is expected to grow from $791.8 million in 2021 to $2,994.5 million in 2026 at a rate of 30.5%. The market is then expected to grow at a CAGR of 25.4% from 2026 and reach $9,293.0 million in 2031.
Growth in the historic period in the artificial intelligence (AI) in drug discovery market resulted from growing adoption of artificial intelligence (AI) for cost efficient drug discovery, growing number of cross-industry collaborations and partnerships, and increasing use of artificial intelligence (AI) for tracking medication adherence. The market was restrained by shortage of skilled labor, challenges due to regulatory changes, low healthcare access, and high rate of AI project failures.
Going forward, rising adoption of cloud-based applications and services, increasing need to control drug discovery & development costs and reduce the overall time, and government initiatives in developing economies will drive market growth. Factors that could hinder the growth of the market in the future include incompatible legacy health IT infrastructure.
The artificial intelligence (AI) in drug discovery market is segmented by technology into context-aware processing, natural language processing, querying method, and deep learning. The deep learning segment was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by technology, accounting for 33.9% of the total in 2021. Going forward, the deep learning segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by technology, at a CAGR of 30.49% during 2021-2026.
The artificial intelligence (AI) in drug discovery market is also segmented by drug type into small molecule, large molecules. The small molecules was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by drug type, accounting for 64.2% of the total in 2021. Going forward, the large molecules segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by drug type, at a CAGR of 33.4% during 2021-2026.
The artificial intelligence (AI) in drug discovery market is also segmented by therapeutic type into metabolic disease, cardiovascular disease, oncology, neurodegenerative diseases, respiratory diseases, anti-infective diseases and other therapeutic areas. The Other Diseases segment was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by therapeutic type, accounting for 21.2% of the total in 2021. Going forward, cardiovascular diseases segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by therapeutic type, at a CAGR of 32.0% during 2021-2026.
The artificial intelligence (AI) in drug discovery market is also segmented by end-users into pharmaceutical companies, biopharmaceutical companies, academic and research institutes, and others. The pharmaceutical companies segment was the largest segment of the artificial intelligence (AI) in drug discovery market segmented by end-users, accounting for 50.9% of the total in 2021. Going forward, biopharmaceutical companies’ segment is expected to be the fastest growing segment in the artificial intelligence (AI) in drug discovery market segmented by end-users, at a CAGR of 27.8% during 2021-2026.
North America was the largest region in the artificial intelligence (AI) in drug discovery market, accounting for 44.0% of the total in 2021. It was followed by the Asia Pacific, Western Europe and then the other regions. Going forward, the fastest-growing regions in the artificial intelligence (AI) in drug discovery market will be South America and Asia Pacific where growth will be at CAGRs of 40.0% and 37.2% respectively during 2021-2026. These will be followed by Africa and Western Europe, where the markets are expected to register CAGRs of 34.4% and 33.2% respectively during 2021-2026.
The pandemic has impacted supply chains of the pharmaceutical industry, along with changes in demand, regulation revisions, and changes in R&D processes. It has also affected the industry with delays in approvals, delays in clinical trials, especially for early-stage trials, and delays in product launches, which in turn impacted demand for AI for drug discovery software. For Instance, IBM, an AI in drug discovery company generated $73.6 billion revenue in 2020 and $77.1 billion revenue in 2019, a decline of 4% due to the impact of COVID-19. However, in the global attempt to develop an effective vaccine and medical treatment for the COVID-19 coronavirus, artificial intelligence researchers made initial efforts for the fight against COVID-19. The pandemic has accelerated the digital maturity process for pharma companies, with institutions rapidly implementing the most cutting-edge technologies such as artificial intelligence and machine learning to help speed up the process of finding an effective medicine. With the increasing digitalization of the healthcare industry, there is an increase in the amount of data gathered. Companies are leveraging AI to analyze data from various sources, including photos, microscopic images, X-rays, CT scans, and MRI scans which helps in drug discovery to diagnostics and care delivery.
The global artificial intelligence (AI) in drug discovery market is concentrated characterized by the presence of global artificial intelligence (AI) in drug discovery providers. The top ten competitors in the market made up to 50.21% of the total market in 2020. Artificial intelligence (AI) has the potential to transform the pharmaceutical industry. Each of the major pharma players is investing in the technology at some level, and there are a growing number of applications that address target and drug discovery, preclinical and clinical development, and postapproval activities .
The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by technology will arise in deep learning segment, which will gain $747.0 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by drug type will arise in small molecules segment, which will gain $1,287.0 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by therapeutic type will arise in other diseases segment, which will gain $480.2 million of global annual sales by 2026. The top opportunities in the artificial intelligence (AI) in drug discovery market segmented by end-users will arise in pharmaceutical companies segment, which will gain $1,028.0 million of global annual sales by 2026. The artificial intelligence (AI) in drug discovery market size will gain the most in the USA at $621.3 million.
Market-trend-based strategies for the artificial intelligence (AI) in drug discovery include companies should leverage AI platform for precise molecular target identification with desirable therapeutic activity, leverage AI for drug screening process and minimize the cost of drug development, leveraging AI based models in pre-clinical studies, use of biomarker for drug development, introduce of new artificial intelligence (AI) tools for drug discovery, investments in AI driven biotech firms, consider forming partnership with CROs to become more efficient in their drug discovery processes and consider creating AI innovation labs to effectively expand their drug discovery capabilities.
Player-adopted strategies in the artificial intelligence (AI) in drug discovery market includes strategic collaboration and acquisitions investments, strategic partnerships for producing new technologies, opening new manufacturing sites, and new product launches to meet the global demand and strengthen their product portfolio.
To take advantage of the opportunities, Altus Market Research recommends the artificial intelligence (AI) in drug discovery companies to focus on use of AI based models in pre-clinical studies, invest in AI innovation labs, focus on introducing new AI tools for drug discovery, focus on use of AI for rare diseases treatment, expand in developing economies, scale up through merger and acquisition activity, expand in countries offering research incentives, provide competitively priced offerings, offer value-based pricing, leverage social media use to maximize reach, partner with big brands, participate in trade shows and events and maximize awareness among scientists and pharmaceutical specialists.
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Description:
Where is the largest and fastest growing market for artificial intelligence (AI) in drug discovery? How does the market relate to the overall economy; demography and other similar markets? What forces will shape the market going forward? The artificial intelligence (AI) in drug discovery 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. It places the market within the context of the wider artificial intelligence (AI) in drug discovery market; and compares it with other markets.
The report covers the following chapters
Executive Summary – The executive summary section of the report gives a brief overview and summary of the report
.
Report Structure – This section gives the structure of the report and the information covered in the various sections.
Introduction – The introduction section of the report gives a brief introduction about segmentation by geography, segmentation by technology, segmentation by drug type, segmentation by therapeutic type, and segmentation by end-users.
Market Characteristics – The market characteristics section of the report defines and explains the artificial intelligence (AI) in drug discovery market. This chapter also defines and describes goods and related services covered in the report.
Trends And Strategies – This chapter describes the major trends shaping the global artificial intelligence (AI) in drug discovery market. This section highlights likely future developments in the market and suggests approaches companies can take to exploit these opportunities.
Impact of COVID-19 – This section describes the impact of COVID-19 on the artificial intelligence (AI) in drug discovery market.
Global Market Size And Growth – This section contains the global historic (2016-2021) and forecast (2021-2026), and (2026-2031) market values, and drivers and restraints that support and control the growth of the market in the historic and forecast periods.
Regional Analysis – This section contains the historic (2016-2021) and forecast (2021-2026), and (2026-2031) market values and growth and market share comparison by region.
Segmentation – This section contains the market values (2016-2031) and analysis for different segments.
Regional Market Size and Growth – This section contains the region’s market size (2021), historic (2016-2021) and forecast (2021-2026), and (2026-2031) market values, and growth and market share comparison of countries within the region. This report includes information on all the regions Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa, and major countries within each region. The market overview sections of the report describe the current size of the market, background information, government initiatives, regulations, regulatory bodies, associations, corporate tax structure, investments, and major companies.
Competitive Landscape – This section covers details on the competitive landscape of the global artificial intelligence (AI) in drug discovery market, estimated market shares, and company profiles for the leading players.
PathAI
BERG
GNS Healthcare
Microsoft Corporation
Insilico Medicine
Shanghai Pharmaceuticals
Standigm
Indegene
Intuition Systems
Innoplexus
Takeda Pharmaceutical Company Ltd.
RxPrism
Otsuka Pharmaceutical Co. Ltd.
China National Pharmaceutical Group Co. Ltd. (Sinopharm)
Jiangsu Hengrui Medicine Co. Ltd
Aurobindo Pharma Limited
Dr. Reddy’s Laboratories Ltd.
Sun Pharma
Tricog Health Services Pvt. Ltd.
Alliance Pharm Pte Ltd.
GSK Australia
CytoReason
IIPharma
DeepMind
Renalytix AI
Exscientia
Iktos
Novartis
Gero
Ardigen
Botkin
Webiomed
Care Mentor AI
Diagnocat
Merck & Co.
Apotex
Pfizer
Gilead Sciences
Roche
Bayer
AbbVie Inc.
AstraZeneca
Amgen
Sanofi Pasteur
Abbott Laboratories
Janssen Pharmaceutica
Teva Canada
Accord Healthcare Inc.
Acerus Pharmaceuticals Corporation
AA Pharma Inc
Sanfer
Siegfried Rhein
Google
Atomwise Inc.
Cloud Pharmaceuticals
Bioage
NuMedii
Envisagenics
Aria Pharmaceuticals
Owkin Inc.
XtalPi
Verge Genomics
Deep Genomics
Cyclica
Ache Laboratories
IQVIA
Gesto
Quris
Euclidz
GE Healthcare
Avanade
Group42 Holding Ltd.
Ilara Health
Cipla
Adcock Ingram
Johnson & Johnson
Eurolab
Ranbaxy (SA) (Pty) Ltd
Rology
hearX Group
DilenyTech
Key Mergers And Acquisitions – This chapter gives information on recent mergers and acquisitions in the market covered in the report. This section gives key financial details of mergers and acquisitions which have shaped the market in recent years.
Market Opportunities And Strategies – This section includes market opportunities and strategies based on findings of the research. This section also gives information on growth opportunities across countries, segments and strategies to be followed in those markets. It gives an understanding of where there is significant business to be gained by competitors in the next five years.
Conclusions And Recommendations – This section includes conclusions and recommendations based on findings of the research. This section also gives recommendations for artificial intelligence (AI) in drug discovery market in terms of product/service offerings, geographic expansion, marketing strategies and target groups.
Appendix – This section includes details on the NAICS (North American Industry Classification System) codes covered, abbreviations, and currencies codes used in this report.
Scope
Markets Covered:
1) By Technology: Context-Aware Processing; Natural Language Processing; Querying Method; Deep Learning
2) By Drug Type: Small Molecule; Large Molecules
3) By Therapeutic Type: Metabolic Disease; Cardiovascular Disease; Oncology; Neurodegenerative Diseases; Respiratory Diseases; Anti-Infective Diseases; Other Therapeutic Areas
4) By End-Users: Pharmaceutical Companies; Biopharmaceutical Companies; Academic And Research Institutes; Others
Companies Mentioned: IBM Corporation; Benevolent AI; Nvidia Corporation; Exscientia ; Concreto HealthAI
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA
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; artificial intelligence (AI) in drug discovery indicators comparison.
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.
1. Artificial Intelligence (AI) In Drug Discovery Market Executive Summary
2. Table of Contents
3. List of Figures
4. List of Tables
5. Report Structure
6. Introduction
6.1. Segmentation By Geography
6.2. Segmentation By Technology
6.3. Segmentation By Drug Type
6.4. Segmentation By Therapeutic Type
6.5. Segmentation By End-Users
7. Artificial Intelligence (AI) In Drug Discovery Market Characteristics
7.1. Market Definition
7.2. Segmentation By Technology
7.2.1. Context-Aware Processing
7.2.2. Natural Language Processing
7.2.3. Querying Method
7.2.4. Deep Learning
7.3. Segmentation By Drug Type
7.3.1. Small Molecule
7.3.2. Large Molecule
7.4. Segmentation By Therapeutic Type
7.4.1. Metabolic Diseases
7.4.2. Cardiovascular Disease
7.4.3. Oncology
7.4.4. Neurodegenerative Diseases
7.4.5. Respiratory Diseases
7.4.6. Anti-Infective Diseases
7.4.7. Others
7.5. Segmentation By End-Users
7.5.1. Pharmaceutical Companies
7.5.2. Biopharmaceutical Companies
7.5.3. Academic And Research Institutes
7.5.4. Others
8. Artificial Intelligence (AI) In Drug Discovery Market Trends And Strategies
8.1. AI in Target Selection
8.2. AI in Drug Screening
8.3. Leveraging AI Based Models in Pre-Clinical Studies
8.4. Use Of Biomarker For Drug Development
8.5. Introduction of New Artificial Intelligence (AI) Tools For Drug Discovery
8.6. Investments in AI Driven Biotech Firms
8.7. Rise In Merger And Acquisition Activity
8.8. Emerging Role of CROs in AI Ecosystems
8.9. Introduction of AI Innovation Labs
9. Impact Of COVID-19 On Artificial Intelligence (AI) In Drug Discovery
9.1. Introduction
9.2. Use of AI In COVID-19 Drug Discovery
9.3. Impact On Regulatory Framework
9.4. Future Outlook
10. Global Artificial Intelligence (AI) In Drug Discovery Market Size And Growth
10.1. Market Size
10.2. Historic Market Growth, 2016 – 2021, Value ($ Million)
10.2.1. Drivers Of The Market 2016 – 2021
10.2.2. Restraints On The Market 2016 – 2021
10.3. Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
10.3.1. Drivers Of The Market 2021 – 2026
10.3.2. Restraints On The Market 2021 – 2026
11. Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation
11.1. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
11.2. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
11.3. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
11.4. Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
12. Artificial Intelligence (AI) In Drug Discovery Market, Regional And Country Analysis
12.1. Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
12.2. Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market
13.1. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market Overview
13.1.1. Region Information
13.1.2. Market Information
13.1.3. Background Information
13.1.4. Government Initiatives
13.1.5. Regulations
13.1.6. Regulatory Bodies
13.1.7. Major Associations
13.1.8. Taxes levied
13.1.9. Corporate Tax Structure
13.1.10. Investments
13.1.11. Major Companies
13.2. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.3. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.4. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.5. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.6. Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis
13.7. China Artificial Intelligence (AI) In Drug Discovery Market
13.8. China Artificial Intelligence (AI) In Drug Discovery Market Overview
13.8.1. Country Information
13.8.2. Market Information
13.8.3. Background Information
13.8.4. Government Initiatives
13.8.5. Regulations
13.8.6. Regulatory Bodies
13.8.7. Major Associations
13.8.8. Taxes Levied
13.8.9. Corporate Tax Structure
13.8.10. Investments
13.8.11. Major Companies
13.9. China Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.10. China Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.11. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.12. China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.13. India Artificial Intelligence (AI) In Drug Discovery Market
13.14. India Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.15. India Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.16. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.17. India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.18. Japan Artificial Intelligence (AI) In Drug Discovery Market
13.19. Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.20. Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.21. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.22. Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.23. Australia Artificial Intelligence (AI) In Drug Discovery Market
13.24. Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.25. Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.26. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.27. Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.28. Indonesia Artificial Intelligence (AI) In Drug Discovery Market
13.29. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.30. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.31. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.32. Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.33. South Korea Artificial Intelligence (AI) In Drug Discovery Market
13.34. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
13.35. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
13.36. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
13.37. South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14. Western Europe Artificial Intelligence (AI) In Drug Discovery Market
14.1. Western Europe Artificial Intelligence (AI) In Drug Discovery Market Overview
14.1.1. Region Information
14.1.2. Market Information
14.1.3. Background Information
14.1.4. Government Initiatives
14.1.5. Regulations
14.1.6. Major Associations
14.1.7. Taxes Levied
14.1.8. Corporate Tax Structure
14.1.9. Investments
14.1.10. Major Companies
14.2. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
14.3. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
14.4. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.5. Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.6. Western Europe Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis
14.7. UK Artificial Intelligence (AI) In Drug Discovery Market
14.8. UK Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
14.9. UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
14.10. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.11. UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.12. Germany Artificial Intelligence (AI) In Drug Discovery Market
14.13. Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
14.14. Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
14.15. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.16. Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.17. France Artificial Intelligence (AI) In Drug Discovery Market
14.18. France Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
14.19. France Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
14.20. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
14.21. France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
15. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market
15.1. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market Overview
15.1.1. Region Information
15.1.2. Market Information
15.1.3. Background Information
15.1.4. Government Initiatives
15.1.5. Regulations
15.1.6. Regulatory Bodies
15.1.7. Major Associations
15.1.8. Taxes Levied
15.1.9. Corporate Tax Structure
15.1.10. Investments
15.1.11. Major Companies
15.2. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
15.3. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
15.4. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
15.5. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
15.6. Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis
15.7. Russia Artificial Intelligence (AI) In Drug Discovery Market
15.8. Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
15.9. Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
15.10. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
15.11. Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
16. North America Artificial Intelligence (AI) In Drug Discovery Market
16.1. North America Artificial Intelligence (AI) In Drug Discovery Market Overview
16.1.1. Region Information
16.1.2. Market Information
16.1.3. Background Information
16.1.4. Government Initiatives
16.1.5. Regulations
16.1.6. Regulatory Bodies
16.1.7. Major Associations
16.1.8. Taxes Levied
16.1.9. Corporate Tax Structure
16.1.10. Investments
16.1.11. Major Companies
16.2. North America Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
16.3. North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
16.4. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
16.5. North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
16.6. North America Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis
16.7. USA Artificial Intelligence (AI) In Drug Discovery Market
16.8. USA Artificial Intelligence (AI) In Drug Discovery Market Overview
16.8.1. Country Information
16.8.2. Market Information
16.8.3. Background Information
16.8.4. Government Initiatives
16.8.5. Regulations
16.8.6. Regulatory Bodies
16.8.7. Major Associations
16.8.8. Taxes Levied
16.8.9. Corporate Tax Structure
16.8.10. Investments
16.8.11. Major Companies
16.9. USA Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
16.10. USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
16.11. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
16.12. USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
17. South America Artificial Intelligence (AI) In Drug Discovery Market
17.1. South America Artificial Intelligence (AI) In Drug Discovery Market Overview
17.1.1. Region Information
17.1.2. Market Information
17.1.3. Background Information
17.1.4. Government Initiatives
17.1.5. Regulations
17.1.6. Regulatory Bodies
17.1.7. Major Associations
17.1.8. Taxes Levied
17.1.9. Corporate Tax Structure
17.1.10. Investments
17.1.11. Major Companies
17.2. South America Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
17.3. South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
17.4. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
17.5. South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
17.6. South America Artificial Intelligence (AI) In Drug Discovery Market: Country Analysis
17.7. Brazil Artificial Intelligence (AI) In Drug Discovery Market
17.8. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
17.9. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
17.10. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
17.11. Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
18. Middle East Artificial Intelligence (AI) In Drug Discovery Market
18.1. Middle East Artificial Intelligence (AI) In Drug Discovery Market Overview
18.1.1. Region Information
18.1.2. Market Information
18.1.3. Background Information
18.1.4. Government Initiatives
18.1.5. Regulations
18.1.6. Regulatory Bodies
18.1.7. Major Associations
18.1.8. Taxes Levied
18.1.9. Corporate Tax Structure
18.1.10. Investments
18.1.11. Major Companies
18.2. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
18.3. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
18.4. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
18.5. Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
19. Africa Artificial Intelligence (AI) In Drug Discovery Market
19.1. Africa Artificial Intelligence (AI) In Drug Discovery Market Overview
19.1.1. Region Information
19.1.2. Market Information
19.1.3. Background Information
19.1.4. Government Initiatives
19.1.5. Regulations
19.1.6. Regulatory Bodies
19.1.7. Major Associations
19.1.8. Taxes levied
19.1.9. Corporate Tax Structure
19.1.10. Investments
19.1.11. Major Companies
19.2. Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic Market Growth, 2016 – 2021, Value ($ Million)
19.3. Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast Market Growth, 2021 – 2026, 2031F Value ($ Million)
19.4. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
19.5. Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, Value ($ Million)
20. Artificial Intelligence (AI) In Drug Discovery Market Competitive Landscape
20.1. Company Profiles
20.2. IBM Corporation
20.2.1. Company Overview
20.2.2. Products And Services
20.2.3. Business Strategy
20.2.4. Financial Overview
20.3. Benevolent AI
20.3.1. Company Overview
20.3.2. Products And Services
20.3.3. Business Strategy
20.3.4. Financial Overview
20.4. Nvidia Corporation
20.4.1. Company Overview
20.4.2. Products And Services
20.4.3. Business Strategy
20.4.4. Financial Overview
20.5. Exscientia
20.5.1. Company Overview
20.5.2. Products And Services
20.5.3. Business Strategy
20.5.4. Financial Overview
20.6. Concreto HealthAI
20.6.1. Company Overview
20.6.2. Products And Services
20.6.3. Business Strategy
20.6.4. Financial Overview
21. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Drug Discovery Market
21.1. X-Chem Acquired Glamorous AI
21.2. Philip Morris Acquired OtiTopic
21.3. Exscientia Acquired Austrian Company Allcyte
21.4. Valo Health merged with Khosla Ventures Acquisition
21.5. Relay Therapeutics acquired ZebiAI
21.6. PathAI Merged with Labcorp
21.7. Sema4 Merged with CM Life Sciences
21.8. Curi bio Acquired Dana solutions
22. Artificial Intelligence (AI) In Drug Discovery Market Opportunities And Strategies
22.1. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Countries Offering Most New Opportunities
22.2. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Segments Offering Most New Opportunities
22.3. Global Artificial Intelligence (AI) In Drug Discovery Market In 2026 – Growth Strategies
22.3.1. Market Trend Based Strategies
22.3.2. Competitor Strategies
23. Artificial Intelligence (AI) In Drug Discovery Market, Conclusions And Recommendations
23.1. Conclusions
23.2. Recommendations
23.2.1. Product
23.2.2. Place
23.2.3. Price
23.2.4. Promotion
23.2.5. People
24. Appendix
24.1. Market Data Sources
24.2. Research Methodology
24.3. Currencies
24.4. Research Inquiries
24.5. The Business Research Company
24.6. Copyright And Disclaimer
List of Tables
Table 1: Global Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 2: Global Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 3: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 4: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 5: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 6: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Types, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 7: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 8: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 9: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 10: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 11: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
Table 12: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 13: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
Table 14: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 15: Asia Pacific GDP Per Capita, 2015-2020, $
Table 16: Asia-Pacific, Population By Age Group, By Country, 2015-2025, Thousands
Table 17: Asia-Pacific Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
Table 18: Asia Pacific Biologics Market Size, 2015-2025, $ Billion
Table 19: Asia Pacific Software Products Market Size, 2015-2025, $ Billion
Table 20: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 21: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 22: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 23: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 24: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 25: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 26: China GDP Per Capita, 2015-2020, $
Table 27: China, Population By Age Group, 2015-2025, Thousands
Table 28: China, Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
Table 29: China Biologics Market Size, 2015-2025, $ Billion
Table 30: China Software Products Market Size, 2015-2025, $ Billion
Table 31: China Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 32: China Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 33: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 34: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 35: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 36: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 37: India Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 38: India Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 39: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 40: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 41: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 42: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 43: Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 44: Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 45: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 46: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 47: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 48: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 49: Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 50: Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 51: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 52: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 53: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 54: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 55: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 56: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 57: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 58: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 59: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 60: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 61: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 62: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 63: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 64: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 65: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 66: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 67: Western Europe GDP Per Capita, 2015-2020, $
Table 68: Western Europe, Population By Age Group, By Country, 2015-2025, Thousands
Table 69: Western Europe, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 70: Western Europe Biologics Market Size, 2015-2025, $ Billion
Table 71: Western Europe Software Products Market Size, 2015-2025, $ Billion
Table 72: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 73: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 74: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 75: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 76: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 77: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 78: UK Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 79: UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 80: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 81: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 82: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 83: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 84: Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 85: Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 86: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 87: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 88: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 89: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 90: France Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 91: France Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 92: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 93: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 94: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 95: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 96: Eastern Europe GDP Per Capita, 2015-2020, $
Table 97: Eastern Europe, Population By Age Group, By Country, 2015-2025, Thousands
Table 98: Eastern Europe, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 99:Eastern Europe Biologics Market Size, 2015-2025, $ Billion
Table 100:Eastern Europe Software Products Market Size, 2015-2025, $ Billion
Table 101: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 102: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 103: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 104: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 105: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 106: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 107: Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 108: Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 109: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 110: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 111: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 112: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 113: North America GDP Per Capita, 2015-2020, $
Table 114: North America, Population By Age Group, By Country, 2015-2025, Thousands
Table 115: North America, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 116: North America Biologics Market Size, 2015-2025, $ Billion
Table 117: North America Software Products Market Size, 2015-2025, $ Billion
Table 118: North America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 119: North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 120: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 121: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 122: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 123: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 124: USA GDP Per Capita, 2015-2020, $
Table 125: USA, Population By Age Group, 2015-2025, Thousands
Table 126: USA, Pharmaceuticals Industry Market Size, 2015-2025, $ Billion
Table 127: USA Biologics Market Size, 2015-2025, $ Billion
Table 128: USA Biologics Market Size, 2015-2025, $ Billion
Table 129: USA Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 130: USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 131: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 132: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 133: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 134: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 135: South America GDP Per Capita, 2015-2020, $
Table 136: South America, Population By Age Group, By Country, 2015-2025, Thousands
Table 137: South America, Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 138: South America Biologics Market Size, 2015-2025, $ Billion
Table 139: South America Software Products Market Size, 2015-2025, $ Billion
Table 140: South America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 141: South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 142: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 143: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 144: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 145: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 146: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 147: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 148: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 149: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 150: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 151: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 152: Middle East GDP Per Capita, 2015-2020, $
Table 153: Middle East, Population By Age Group, By Country, 2015-2025, Thousands
Table 154: Middle East Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 155: Middle East Biologics Market Size, 2015-2025, $ Billion
Table 156: Middle East Biologics Market Size, 2015-2025, $ Billion
Table 157: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 158: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 159: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 160: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 161: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 162: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 163: Africa GDP Per Capita, 2015-2020, $
Table 164: Africa, Population By Age Group, By Country, 2015-2025, Thousands
Table 165: Africa Pharmaceuticals Industry Market Size, By Country, 2015-2025, $ Billion
Table 166: Africa Biologics Market Size, 2015-2025, $ Billion
Table 167: Africa Biologics Market Size, 2015-2025, $ Billion
Table 168: Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Table 169: Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Table 170: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 171: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 172: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Table 173: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, $ Million
Table 174: Global Artificial Intelligence (AI) In Drug Discovery Market, Key Competitor Estimated Market Shares, 2020, Percentage (%)
Table 175: IBM Corporation – Financial Overview, 2016 - 2020, $ Billion
Table 176: Nvidia Corporation – Financial Overview, 2016 - 2020, $ Billion
Table 177: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), 2021 – 2026, By Country
Table 178: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Technology, 2021 – 2026
Table 179: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Drug Type, 2021 – 2026
Table 180: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By Therapeutic Type, 2021 – 2026
Table 181: Global Artificial Intelligence (AI) In Drug Discovery Market Size Gain ($ Million), Segmentation By End-Users, 2021 – 2026
Table 182: Artificial Intelligence (AI) In Drug Discovery - Market Data Sources
List of Figures
Figure 1: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Technology
Figure 2: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Drug Type
Figure 3: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By Therapeutic Type
Figure 4: Global Artificial Intelligence (AI) In Drug Discovery Market Segmentation By End-Users
Figure 5: Global Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 6: Global Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 7: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 8: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 9: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Therapeutic Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 10: Global Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By End-Users, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 11: Global Artificial Intelligence (AI) In Drug Discovery Market, By Region, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 12: Global Artificial Intelligence (AI) In Drug Discovery Market, By Country, Historic and Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 13: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 14: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 15: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 16: Asia-Pacific Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 17: China Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 18: China Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 19: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 20: China Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 21: India Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 22: India Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 23: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 24: India Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 25: Japan Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 26: Japan Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 27: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 28: Japan Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 29: Australia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 30: Australia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 31: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 32: Australia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 33: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 34: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 35: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 36: Indonesia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 37: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 38: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 39: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 40: South Korea Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 41: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 42: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 43: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 44: Western Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 45: UK Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 46: UK Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 47: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 48: UK Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 49: Germany Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 50: Germany Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 51: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 52: Germany Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 53: France Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 54: France Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 55: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 56: France Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 57: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 58: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 59: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 60: Eastern Europe Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 61: Russia Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 62: Russia Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 63: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 64: Russia Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 65: North America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 66: North America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 67: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 68: North America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 69: USA Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 70: USA Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 71: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 72: USA Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 73: South America Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 74: South America Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 75: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 76: South America Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 77: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 78: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 79: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 80: Brazil Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 81: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 82: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 83: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 84: Middle East Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 85: Africa Artificial Intelligence (AI) In Drug Discovery Market, Historic, 2016 – 2021, $ Million
Figure 86: Africa Artificial Intelligence (AI) In Drug Discovery Market, Forecast, 2021 – 2026, 2031F, $ Million
Figure 87: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Technology, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 88: Africa Artificial Intelligence (AI) In Drug Discovery Market, Segmentation By Drug Type, Historic And Forecast, 2016 – 2021, 2026F, 2031F, %
Figure 89: Global Artificial Intelligence (AI) In Drug Discovery Market, Key Competitor Estimated Market Shares, 2020, Percentage (%)
Figure 90: IBM Corporation – Financial Overview, 2016 – 2020, $ Billion
Figure 91: Nvidia Corporation – Financial Overview, 2016 – 2020, $ Billion
Research methodology is mainly referring to the practical how of any offered piece of research. More specifically, it’s all about how a researcher systematically designs a study in order to assure extremely valid as well as reliable results that ultimately address the targets and objectives of the research.
In any formal research including academic journal, article, dissertation and so on, there will be a special section on a research methodology that mainly describes what, by whom, how to gather as well as how to evaluate the data are provided.
This research methodology has been segmented into following types:
Primary Research:
It is said to be original information that the researchers collect for the crucial purposes of answering the research questions of readers with the help of surveys, observations and experiments.
Secondary Research:
The secondary research is the data that has already been collected by various other researchers in the form of government analysis or scientific studies.
Qualitative Research:
It is descriptive and subjective method irrespective of facts. Both observation and description are essential in this type of research methodology. Its main vision is to analyze knowledge, attitudes, behaviours as well as opinions of people related to the topic of any research. This method has been operated through grounded research, case study and actionable research.
Quantitative Research:
It contains several laboratory experiments, basic surveys, mathematical calculations, simulations and so on. The possible measurement, quantity or amount is considered to be a major factor in the quantitative research methodology.
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