Technology Trends for Toxicity prediction programs Market - Forecast(2024 - 2030)

Report Code: ITR 0371 Report Format: PDF + Excel
1. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- Market Overview
    1.1 Definitions and Scope
2. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- Executive Summary
3. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- Landscape
    3.1 Comparative analysis
        3.1.1 Market Share Analysis- Top Companies
        3.1.2 Product Benchmarking- Top Companies
        3.1.3 Top 5 Financials Analysis
        3.1.4 Patent Analysis- Top Companies
        3.1.5 Pricing Analysis
4. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market - Startup companies Scenario Premium Premium
    4.1 Top startup company Analysis by
        4.1.1 Investment
        4.1.2 Revenue
        4.1.3 Market Shares
        4.1.4 Market Size and Application Analysis
        4.1.5 Venture Capital and Funding Scenario
5. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market– Industry Market Entry Scenario Premium Premium
    5.1 Regulatory Framework Overview
    5.2 New Business and Ease of Doing business index
    5.3 Case studies of successful ventures
    5.4 Customer Analysis - Top companies
6. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- Market Forces
    6.1 Market Drivers
    6.2 Market Constraints
    6.3 Market Opportunities
    6.4 Porters five force model
        6.4.1 Bargaining power of suppliers
        6.4.2 Bargaining powers of customers
        6.4.3 Threat of new entrants
        6.4.4 Rivalry among existing players
        6.4.5 Threat of substitutes
7. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market -Strategic analysis
    7.1 Value chain analysis
    7.2 Opportunities analysis
    7.3 Market life cycle
    7.4 Suppliers and distributors Analysis
8. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market – By Testing (Market Size -$Million)
    8.1 Vitro Testing
    8.2 Vivo Testing
9. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market – By Silico Toxicology (Market Size -$Million)
    9.1 Toxicity Testing
        9.1.1 General toxicology - safety screening
        9.1.2 Mechanistic toxicology
    9.2 Expert Methods
        9.2.1 Read-across
        9.2.2 Structural alerts
    9.3 Machine Learning Based Predictions
        9.3.1 2D and 3D quantitative structure–activity relationships
        9.3.2 Structure-based approaches
        9.3.3 Traditional machine learning
        9.3.4 Neural networks and deep learning
        9.3.5 Applicability domain
        9.3.6 Regulatory frameworks for QSAR
    9.4 Adverse Outcome Pathways
    9.5 Pitfalls And Caveats
    9.6 Others
10. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market – By Computer – Aided Drug Discovery (CADD) (Market Size -$Million)
    10.1 Ligand-based drug design
        10.1.1 Virtual Screening
        10.1.2 Pharmacophore Modeling
        10.1.3 Quantitative Structure-Activity Relationship (QSAR) Analysis
    10.2 Structure-Based Drug Design
        10.2.1 Molecular Docking
        10.2.2 Molecular Dynamics
        10.2.3 Receptor-Based
    10.3 Toxicity Prediction
11. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market– By AI in Drug Discovery (Market Size -$Million)
    11.1 AI in Drug Design
        11.1.1 Predicting 3D Structure of Target Protein
        11.1.2 Predicting Drug-Protein Interactions
        11.1.3 AI in Determining Drug Activity
        11.1.4 Ai in De Novo Drug Design
    11.2 AI in Polypharmacology
        11.2.1 Designing Bio Specific Drug Molecules
        11.2.2 Designing multi target drug molecules
    11.3 AI in Chemical Synthesis
        11.3.1 AI in Prediction of Reaction Yield
        11.3.2 AI in Prediction of Retro Synthesis Pathways
        11.3.3 Developing Insights into Reaction Mechanisms
        11.3.4 AI in Designing Synthetic Route
    11.4 AI in Drug Repurposing
        11.4.1 Identification of Therapeutic Target
        11.4.2 Prediction of New Therapeutic Use
    11.5 AI in Drug Screening
        11.5.1 Prediction of Toxicity
        11.5.2 Prediction of Bioactivity
        11.5.3 Prediction of Physicochemical Property
        11.5.4 Identification and Classification of Target Cells
12. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market– By AI in Designing Drug Molecules (Market Size -$Million)
    12.1 Prediction of the Target Protein Structure
    12.2 Predicting Drug–Protein Interactions
13. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market– By Toxicology Services (Market Size -$Million)
    13.1 Multiparametric Toxicity
    13.2 Cardiotoxicity
    13.3 Neurotoxicity
    13.4 Nephrotoxicity
    13.5 Hepatotoxicity & Drug-induced Liver Injury (DILI)
    13.6 Mitochondrial Toxicity
    13.7 Mechanistic Toxicity
    13.8 Genotoxicity
    13.9 Others
14. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market– By Application (Market Size -$Million)
    14.1 Drug Discovery and Development
    14.2 Drug Repurposing
    14.3 Pharmaceutical Productivity
    14.4 Clinical Trials
    14.5 Others
15. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market - By Geography (Market Size -$Million)
    15.1 North America
        15.1.1 U.S.
        15.1.2 Canada
        15.1.3 Mexico
    15.2 South America
        15.2.1 Brazil
        15.2.2 Argentina
        15.2.3 Colombia
        15.2.4 Chile
        15.2.5 Rest of South America
    15.3 Europe
        15.3.1 U.K
        15.3.2 Germany
        15.3.3 Italy
        15.3.4 France
        15.3.5 Russia
        15.3.6 Rest of Europe
    15.4 Asia Pacific
        15.4.1 China
        15.4.2 India
        15.4.3 Japan
        15.4.4 South Korea
        15.4.5 Australia & New Zealand
        15.4.6 Rest of Asia Pacific
    15.5 RoW
        15.5.1 Middle East
        15.5.2 Africa
16. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- Entropy
    16.1 New Product Launches
    16.2 M&A’s, Collaborations, JVs and Partnerships
17. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market- List of Key Companies by Country Premium
18. Technology Trends for Toxicity prediction programs and model software using data-based AI Technology Market Company Analysis
    18.1 Market Share, Company Revenue, Products, M&A, Developments
    18.2 Company 1
    18.3 Company 2
    18.4 Company 3
    18.5 Company 4
    18.6 Company 5
    18.7 Company 6
    18.8 Company 7
    18.9 Company 8
    18.10 Company 9
    18.11 Company 10 and more
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