Lebanon Artificial Intelligence (AI) in Drug Discovery Market (2025-2031) | Companies, Size & Revenue, Trends, Competitive Landscape, Share, Outlook, Growth, Forecast, Segmentation, Analysis, Value, Industry

2.1 Key Highlights of the Report

2.2 Report Description

2.3 Market Scope & Segmentation

2.4 Research Methodology

2.5 Assumptions

3.1 Lebanon Country Macro Economic Indicators

3.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, 2021 & 2031F

3.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market - Industry Life Cycle

3.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market - Porter's Five Forces

3.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By Application, 2021 & 2031F

3.6 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By Technology, 2021 & 2031F

3.7 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By Drug Type, 2021 & 2031F

3.8 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By Offering, 2021 & 2031F

3.9 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By Indication, 2021 & 2031F

3.10 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume Share, By End Use, 2021 & 2031F

4.1 Impact Analysis

4.2 Market Drivers

4.2.1 Increasing adoption of artificial intelligence (AI) in drug discovery to accelerate research and development processes.

4.2.2 Growing demand for personalized medicine and targeted therapies driving the need for AI solutions.

4.2.3 Government initiatives and funding to support research and development in AI and healthcare sectors.

4.3 Market Restraints

4.3.1 Lack of skilled professionals in AI and drug discovery limiting the adoption of AI technologies.

4.3.2 Data privacy and security concerns hindering the sharing and utilization of sensitive healthcare data.

4.3.3 High costs associated with implementing and maintaining AI solutions in drug discovery.

6.1 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By Application

6.1.1 Overview and Analysis

6.1.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Application, 2021- 2031F

6.1.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Novel Drug Candidates, 2021- 2031F

6.1.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Drug Optimization and Repurposing Preclinical Testing and Approval, 2021- 2031F

6.1.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Drug Monitoring, 2021- 2031F

6.1.6 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Aggregating and Synthesizing Information, 2021- 2031F

6.1.7 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Formation and Qualification of Hypotheses, 2021- 2031F

6.1.8 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By De Novo Drug Design, 2021- 2031F

6.1.9 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Others, 2021- 2031F

6.1.10 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Others, 2021- 2031F

6.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By Technology

6.2.1 Overview and Analysis

6.2.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Machine Learning, 2021- 2031F

6.2.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Deep Learning, 2021- 2031F

6.2.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Natural Language Processing, 2021- 2031F

6.2.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Others, 2021- 2031F

6.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By Drug Type

6.3.1 Overview and Analysis

6.3.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Small Molecule, 2021- 2031F

6.3.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Large Molecule, 2021- 2031F

6.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By Offering

6.4.1 Overview and Analysis

6.4.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Software, 2021- 2031F

6.4.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Services, 2021- 2031F

6.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By Indication

6.5.1 Overview and Analysis

6.5.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Immuno-Oncology, 2021- 2031F

6.5.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Neurodegenerative Diseases, 2021- 2031F

6.5.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Cardiovascular Diseases, 2021- 2031F

6.5.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Metabolic Diseases, 2021- 2031F

6.5.6 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Others, 2021- 2031F

6.6 Lebanon Artificial Intelligence (AI) in Drug Discovery Market, By End Use

6.6.1 Overview and Analysis

6.6.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Contract Research Organizations (CROs), 2021- 2031F

6.6.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Pharmaceutical and Biotechnology Companies, 2021- 2031F

6.6.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Research Centers and Academic Institutes, 2021- 2031F

6.6.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenues & Volume, By Others, 2021- 2031F

7.1 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Export to Major Countries

7.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Imports from Major Countries

8.1 Research collaboration agreements signed between AI companies and pharmaceutical firms.

8.2 Number of patents filed for AI technologies in drug discovery.

8.3 Rate of adoption of AI tools and technologies by research institutions and pharmaceutical companies.

8.4 Increase in research publications citing the use of AI in drug discovery.

8.5 Number of AI startups focusing on drug discovery emerging in the Lebanese market.

9.1 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By Application, 2021 & 2031F

9.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By Technology, 2021 & 2031F

9.3 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By Drug Type, 2021 & 2031F

9.4 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By Offering, 2021 & 2031F

9.5 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By Indication, 2021 & 2031F

9.6 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Opportunity Assessment, By End Use, 2021 & 2031F

10.1 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Revenue Share, By Companies, 2024

10.2 Lebanon Artificial Intelligence (AI) in Drug Discovery Market Competitive Benchmarking, By Operating and Technical Parameters