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Artificial Intelligence in Drug Discovery Market Research Report By Application (Target Identification, Lead Optimization, Drug Repurposing, Clinical Trials, Preclinical Testing), By Technology (Machine Learning, Natural Language Processing, Deep Learning, Knowledge Graphs, Robotic Process Automation), By End Use (Pharmaceutical Companies, Biotechnology Firms, Research Institutions, Academic Institutions), By Workflow (Data Mining, Predictive Modeling, Clinical Data Management, Assay Development) and By Regional (North America, Europe, Sout


ID: MRFR/Pharma/7918-CR | 200 Pages | Author: Rahul Gotadki| July 2023

Artificial Intelligence in Drug Discovery Market Segmentation




  • Artificial Intelligence in Drug Discovery Market By Technology (USD Billion, 2019-2032)




    • Machine Learning




    • Natural Language Processing




    • Expert Systems




    • Deep Learning








  • Artificial Intelligence in Drug Discovery Market By Application (USD Billion, 2019-2032)




    • Drug Repurposing




    • Clinical Trial Patient Recruitment




    • Drug Discovery




    • Preclinical Research








  • Artificial Intelligence in Drug Discovery Market By End Use (USD Billion, 2019-2032)




    • Pharmaceutical Companies




    • Biotechnology Companies




    • Research Institutions




    • Contract Research Organizations








  • Artificial Intelligence in Drug Discovery Market By Deployment Type (USD Billion, 2019-2032)




    • Cloud-based




    • On-premise








  • Artificial Intelligence in Drug Discovery Market By Regional (USD Billion, 2019-2032)




    • North America




    • Europe




    • South America




    • Asia Pacific




    • Middle East and Africa






Artificial Intelligence in Drug Discovery Market Regional Outlook (USD Billion, 2019-2032)




  • North America Outlook (USD Billion, 2019-2032)




    • North America Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • North America Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • North America Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • North America Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • North America Artificial Intelligence in Drug Discovery Market by Regional Type




      • US




      • Canada






    • US Outlook (USD Billion, 2019-2032)




    • US Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • US Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • US Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • US Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • CANADA Outlook (USD Billion, 2019-2032)




    • CANADA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • CANADA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • CANADA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • CANADA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise








  • Europe Outlook (USD Billion, 2019-2032)




    • Europe Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • Europe Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • Europe Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • Europe Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • Europe Artificial Intelligence in Drug Discovery Market by Regional Type




      • Germany




      • UK




      • France




      • Russia




      • Italy




      • Spain




      • Rest of Europe






    • GERMANY Outlook (USD Billion, 2019-2032)




    • GERMANY Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • GERMANY Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • GERMANY Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • GERMANY Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • UK Outlook (USD Billion, 2019-2032)




    • UK Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • UK Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • UK Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • UK Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • FRANCE Outlook (USD Billion, 2019-2032)




    • FRANCE Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • FRANCE Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • FRANCE Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • FRANCE Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • RUSSIA Outlook (USD Billion, 2019-2032)




    • RUSSIA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • RUSSIA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • RUSSIA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • RUSSIA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • ITALY Outlook (USD Billion, 2019-2032)




    • ITALY Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • ITALY Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • ITALY Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • ITALY Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • SPAIN Outlook (USD Billion, 2019-2032)




    • SPAIN Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • SPAIN Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • SPAIN Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • SPAIN Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • REST OF EUROPE Outlook (USD Billion, 2019-2032)




    • REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • REST OF EUROPE Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise








  • APAC Outlook (USD Billion, 2019-2032)




    • APAC Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • APAC Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • APAC Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • APAC Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • APAC Artificial Intelligence in Drug Discovery Market by Regional Type




      • China




      • India




      • Japan




      • South Korea




      • Malaysia




      • Thailand




      • Indonesia




      • Rest of APAC






    • CHINA Outlook (USD Billion, 2019-2032)




    • CHINA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • CHINA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • CHINA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • CHINA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • INDIA Outlook (USD Billion, 2019-2032)




    • INDIA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • INDIA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • INDIA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • INDIA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • JAPAN Outlook (USD Billion, 2019-2032)




    • JAPAN Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • JAPAN Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • JAPAN Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • JAPAN Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • SOUTH KOREA Outlook (USD Billion, 2019-2032)




    • SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • SOUTH KOREA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • MALAYSIA Outlook (USD Billion, 2019-2032)




    • MALAYSIA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • MALAYSIA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • MALAYSIA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • MALAYSIA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • THAILAND Outlook (USD Billion, 2019-2032)




    • THAILAND Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • THAILAND Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • THAILAND Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • THAILAND Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • INDONESIA Outlook (USD Billion, 2019-2032)




    • INDONESIA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • INDONESIA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • INDONESIA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • INDONESIA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • REST OF APAC Outlook (USD Billion, 2019-2032)




    • REST OF APAC Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • REST OF APAC Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • REST OF APAC Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • REST OF APAC Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise








  • South America Outlook (USD Billion, 2019-2032)




    • South America Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • South America Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • South America Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • South America Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • South America Artificial Intelligence in Drug Discovery Market by Regional Type




      • Brazil




      • Mexico




      • Argentina




      • Rest of South America






    • BRAZIL Outlook (USD Billion, 2019-2032)




    • BRAZIL Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • BRAZIL Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • BRAZIL Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • BRAZIL Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • MEXICO Outlook (USD Billion, 2019-2032)




    • MEXICO Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • MEXICO Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • MEXICO Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • MEXICO Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • ARGENTINA Outlook (USD Billion, 2019-2032)




    • ARGENTINA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • ARGENTINA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • ARGENTINA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • ARGENTINA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • REST OF SOUTH AMERICA Outlook (USD Billion, 2019-2032)




    • REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise








  • MEA Outlook (USD Billion, 2019-2032)




    • MEA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • MEA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • MEA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • MEA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • MEA Artificial Intelligence in Drug Discovery Market by Regional Type




      • GCC Countries




      • South Africa




      • Rest of MEA






    • GCC COUNTRIES Outlook (USD Billion, 2019-2032)




    • GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • SOUTH AFRICA Outlook (USD Billion, 2019-2032)




    • SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise






    • REST OF MEA Outlook (USD Billion, 2019-2032)




    • REST OF MEA Artificial Intelligence in Drug Discovery Market by Technology Type




      • Machine Learning




      • Natural Language Processing




      • Expert Systems




      • Deep Learning






    • REST OF MEA Artificial Intelligence in Drug Discovery Market by Application Type




      • Drug Repurposing




      • Clinical Trial Patient Recruitment




      • Drug Discovery




      • Preclinical Research






    • REST OF MEA Artificial Intelligence in Drug Discovery Market by End Use Type




      • Pharmaceutical Companies




      • Biotechnology Companies




      • Research Institutions




      • Contract Research Organizations






    • REST OF MEA Artificial Intelligence in Drug Discovery Market by Deployment Type




      • Cloud-based




      • On-premise







Research Methodology on AI in Drug Discovery Market


1. Introduction


The published research report aims to explore the prospects of Artificial Intelligence (AI) in Drug Discovery and Development processes. AI has revolutionized numerous sectors, and Drug Discovery and Development is no exception. AI has the potential to make Drug Discovery and Development processes faster, more accurate and more predictable. This is the main motivation of this research to explore the valuable opportunities and challenges arising from the use of AI technologies in Drug Discovery and Development processes.


For the application of AI in Drug Discovery, the research explores two tools: Monte-Carlo Simulations and Machine Learning. Therefore, the research seeks to gain an in-depth understanding of the AI Drug Discovery and Development market and provide insights into the strategies used by the leading players.


2. Research Objectives


- To assess the rate of AI-enabled drug discovery and development activities


- To provide an in-depth analysis of the AI-driven drug discovery and development market.


- To identify the drivers and restraints that have an impact on AI-driven drug discovery and development activities.


- To predict the future of the AI-driven Drug Discovery and Development industry


- To assess the opportunities and challenges associated with AI-enabled drug discovery and development processes


- To provide insights into the strategies adopted by the leading players in the AI Drug Discovery and Development market


3. Data Sources


The primary data sources for this research are the annual reports of the leading players in the AI Drug Discovery and Development market and other related reports from various organizations, including the World Health Organization (WHO), the US Food and Drug Administration (FDA), the European Medicines Agency (EMA) etc. Secondary data sources include published books, journals, online articles, and reports on AI Drug Discovery and Development. The data sources are selected in order to provide the most accurate and up-to-date information.


4. Research Methodologies


The research follows a qualitative approach using a combination of desk research and secondary data collection. Desk research involves the collection of data from published reports, experts, books, journals and online sources. The secondary data used in the research is further analyzed and interpreted by the experts in order to identify trends and patterns in the dataset.


The research methodology includes three main phases:


Phase 1: Identification of AI-driven drugs and drug discovery opportunities.


Phase 2: Assessing the drivers and restraints of the AI-driven Drug Discovery and Development industry.


Phase 3: Analysis of the strategies adopted by the leading players in the AI Drug Discovery and Development market.


5. Data Analysis Techniques


In order to analyze the collected data, various quantitative and qualitative data analysis techniques are used. Qualitative data analysis involves the use of Interviews and Focus Group Discussions with experts in the field of AI Drug Discovery and Development, as well as with representatives from the leading players in the market. Quantitative data analysis involves the use of SPSS software to analyse the collected data and generate insights into the trends and patterns in the dataset.


6. Validity and Reliability


The data gathered through this research is validated and cross-checked through telephone/video interviews with experts in the AI Drug Discovery and Development market and with representatives from the leading players in the industry. The data is also verified through the primary and secondary sources used in the research. This ensures the accuracy and reliability of the data and results.

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Artificial Intelligence in Drug Discovery Market Segmentation

Artificial Intelligence in Drug Discovery Market By Application (USD Billion, 2019-2035)

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

Artificial Intelligence in Drug Discovery Market By Technology (USD Billion, 2019-2035)

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

Artificial Intelligence in Drug Discovery Market By End Use (USD Billion, 2019-2035)

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

Artificial Intelligence in Drug Discovery Market By Workflow (USD Billion, 2019-2035)

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

Artificial Intelligence in Drug Discovery Market By Regional (USD Billion, 2019-2035)

North America

Europe

South America

Asia Pacific

Middle East and Africa

Artificial Intelligence in Drug Discovery Market Regional Outlook (USD Billion, 2019-2035)

North America Outlook (USD Billion, 2019-2035)

North America Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

North America Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

North America Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

North America Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

North America Artificial Intelligence in Drug Discovery Market by Regional Type

US

Canada

US Outlook (USD Billion, 2019-2035)

US Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

US Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

US Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

US Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

CANADA Outlook (USD Billion, 2019-2035)

CANADA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

CANADA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

CANADA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

CANADA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

Europe Outlook (USD Billion, 2019-2035)

Europe Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

Europe Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

Europe Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

Europe Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

Europe Artificial Intelligence in Drug Discovery Market by Regional Type

Germany

UK

France

Russia

Italy

Spain

Rest of Europe

GERMANY Outlook (USD Billion, 2019-2035)

GERMANY Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

GERMANY Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

GERMANY Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

GERMANY Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

UK Outlook (USD Billion, 2019-2035)

UK Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

UK Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

UK Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

UK Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

FRANCE Outlook (USD Billion, 2019-2035)

FRANCE Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

FRANCE Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

FRANCE Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

FRANCE Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

RUSSIA Outlook (USD Billion, 2019-2035)

RUSSIA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

RUSSIA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

RUSSIA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

RUSSIA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

ITALY Outlook (USD Billion, 2019-2035)

ITALY Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

ITALY Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

ITALY Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

ITALY Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

SPAIN Outlook (USD Billion, 2019-2035)

SPAIN Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

SPAIN Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

SPAIN Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

SPAIN Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

REST OF EUROPE Outlook (USD Billion, 2019-2035)

REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

REST OF EUROPE Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

REST OF EUROPE Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

APAC Outlook (USD Billion, 2019-2035)

APAC Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

APAC Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

APAC Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

APAC Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

APAC Artificial Intelligence in Drug Discovery Market by Regional Type

China

India

Japan

South Korea

Malaysia

Thailand

Indonesia

Rest of APAC

CHINA Outlook (USD Billion, 2019-2035)

CHINA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

CHINA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

CHINA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

CHINA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

INDIA Outlook (USD Billion, 2019-2035)

INDIA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

INDIA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

INDIA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

INDIA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

JAPAN Outlook (USD Billion, 2019-2035)

JAPAN Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

JAPAN Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

JAPAN Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

JAPAN Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

SOUTH KOREA Outlook (USD Billion, 2019-2035)

SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

SOUTH KOREA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

SOUTH KOREA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

MALAYSIA Outlook (USD Billion, 2019-2035)

MALAYSIA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

MALAYSIA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

MALAYSIA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

MALAYSIA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

THAILAND Outlook (USD Billion, 2019-2035)

THAILAND Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

THAILAND Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

THAILAND Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

THAILAND Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

INDONESIA Outlook (USD Billion, 2019-2035)

INDONESIA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

INDONESIA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

INDONESIA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

INDONESIA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

REST OF APAC Outlook (USD Billion, 2019-2035)

REST OF APAC Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

REST OF APAC Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

REST OF APAC Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

REST OF APAC Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

South America Outlook (USD Billion, 2019-2035)

South America Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

South America Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

South America Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

South America Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

South America Artificial Intelligence in Drug Discovery Market by Regional Type

Brazil

Mexico

Argentina

Rest of South America

BRAZIL Outlook (USD Billion, 2019-2035)

BRAZIL Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

BRAZIL Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

BRAZIL Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

BRAZIL Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

MEXICO Outlook (USD Billion, 2019-2035)

MEXICO Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

MEXICO Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

MEXICO Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

MEXICO Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

ARGENTINA Outlook (USD Billion, 2019-2035)

ARGENTINA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

ARGENTINA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

ARGENTINA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

ARGENTINA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

REST OF SOUTH AMERICA Outlook (USD Billion, 2019-2035)

REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

REST OF SOUTH AMERICA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

MEA Outlook (USD Billion, 2019-2035)

MEA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

MEA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

MEA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

MEA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

MEA Artificial Intelligence in Drug Discovery Market by Regional Type

GCC Countries

South Africa

Rest of MEA

GCC COUNTRIES Outlook (USD Billion, 2019-2035)

GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

GCC COUNTRIES Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

SOUTH AFRICA Outlook (USD Billion, 2019-2035)

SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

SOUTH AFRICA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

REST OF MEA Outlook (USD Billion, 2019-2035)

REST OF MEA Artificial Intelligence in Drug Discovery Market by Application Type

Target Identification

Lead Optimization

Drug Repurposing

Clinical Trials

Preclinical Testing

REST OF MEA Artificial Intelligence in Drug Discovery Market by Technology Type

Machine Learning

Natural Language Processing

Deep Learning

Knowledge Graphs

Robotic Process Automation

REST OF MEA Artificial Intelligence in Drug Discovery Market by End Use Type

Pharmaceutical Companies

Biotechnology Firms

Research Institutions

Academic Institutions

REST OF MEA Artificial Intelligence in Drug Discovery Market by Workflow Type

Data Mining

Predictive Modeling

Clinical Data Management

Assay Development

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