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予測毒性学における人工知能（AI）の世界市場レポート 2024年

Artificial Intelligence (AI) In Predictive Toxicology Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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予測毒性学における人工知能（AI）の世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

予測毒性学における人工知能（AI）市場規模は、今後数年間で飛躍的な成長が見込まれます。2028年にはCAGR29.9％で14億1,000万米ドルに成長します。予測期間の成長は、毒性学的予測における説明可能なAIの出現、個別化された毒性評価に対する需要の増加、AIベースの予測に対する規制当局の受け入れ、アウトソーシングサービスの拡大、医薬品開発におけるより広範なAIアプリケーションなど、いくつかの要因によってもたらされます。主な動向としては、3D細胞培養モデルへの移行、協調予測のための連合学習、毒性経路予測のための生成モデル、データ抽出のための自然言語処理、仮想スクリーニングプラットフォームの成長などが挙げられます。

効率的かつ倫理的な創薬プロセスに対する要求の高まりは、当面の予測毒性学における人工知能（AI）市場の成長を促進する構えです。創薬は複雑でダイナミックなプロセスであり、病気を緩和し、全体的な幸福感を高めるための潜在的な治療薬を特定するために、化学化合物の系統的な探索、合成、評価を行う。効率的かつ倫理的な創薬プロセスでは、責任ある研究慣行が優先され、新しい治療薬を開発するために高度な技術が活用されます。この需要は、慢性疾患の有病率の上昇、個別化医療への動向の高まり、加齢に関連する疾患の発生率の増加によって牽引されています。予測毒性学における人工知能（AI）は、膨大なデータセットを効率的に解析して潜在的な毒性学的結果を予測することにより創薬プロセスを強化し、倫理基準の遵守を確保しながら医薬品開発を加速します。例えば、欧州製薬団体連合会（EFPIA）によると、欧州における医薬品研究開発費の総額は2022年に495億米ドル（445億ユーロ）に達し、2021年の465億米ドル（425億3300万ユーロ）から6.45%増加しました。その結果、効率的かつ倫理的な創薬プロセスに対する需要の高まりが、予測毒性学における人工知能（AI）市場の成長を牽引しています。

人工知能（AI）予測毒性学市場の主要企業は、市場での存在感を高め、イノベーションを促進するために、戦略的コラボレーションアプローチを取り入れています。これらの協業は、AIや機械学習技術を活用して、化学化合物や医薬品の毒性予測と評価を改善することを目的としています。例えば、2024年1月、AI創薬ソリューションを専門とする英国のAI研究開発企業SyntheticGestaltは、ウクライナを拠点とする化学ビルディングブロック、スクリーニング化合物、統合創薬サービスのプロバイダーであるEnamineと提携しました。両社は共同で、合成的にアクセス可能な生物学的に活性な化合物の生成を容易にし、物理化学的およびADME（吸収、分布、代謝、排泄または毒性）特性を最適化する一連のAIモデルの開発を目指します。SyntheticGestalt社は、Enamine社の380億分子を含む広範なEnamine REALデータベースを創薬サービスに統合し、独自のAIモデルを活用して化合物の物理化学的特性とADMEまたは毒性特性を予測し、問題のある化合物に対して改善された代替化合物を提案します。SyntheticGestaltとEnamineは、このような共同作業を通じて、創薬プロセスを促進し、革新的なサービスで学術ユーザーと製薬企業の両方に対応することを目指しています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界の予測毒性学における人工知能（AI）市場の促進要因と抑制要因
    • 市場の促進要因
    • 市場抑制要因
  • 世界の予測毒性学における人工知能（AI）市場の実績：規模と成長、2018年～2023年
  • 世界の予測毒性学における人工知能（AI）市場の予測：規模と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

  • 世界の予測毒性学における人工知能（AI）市場：コンポーネント別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • ソリューション
  • サービス
  • 世界の予測毒性学における人工知能（AI）市場：技術別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 機械学習
  • 自然言語処理
  • コンピュータビジョン
  • その他の技術
  • 世界の予測毒性学における人工知能（AI）市場：毒性エンドポイント別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 遺伝毒性
  • 肝毒性
  • 神経毒性
  • 心毒性
  • その他の毒性エンドポイント
  • 世界の予測毒性学における人工知能（AI）市場：エンドユーザー別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 製薬およびバイオテクノロジー企業
  • 化学薬品および化粧品
  • 契約研究機関
  • その他のエンドユーザー

第7章 地域別・国別分析

  • 世界の予測毒性学における人工知能（AI）市場：地域別、実績と予測、2018年～2023年、2023年～2028年、2033年
  • 世界の予測毒性学における人工知能（AI）市場：国別、実績と予測、2018年～2023年、2023年～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 予測毒性学における人工知能（AI）市場：競合情勢
  • 予測毒性学における人工知能（AI）市場：企業プロファイル
    • Laboratory Corporation of America Holdings（LabCorp）
    • Eurofins Scientific SE
    • Wuxi AppTec
    • Charles River Laboratories International
    • Medidata Solutions Inc.

第31章 その他の大手企業と革新的企業

  • Certara Inc.
  • Schrodinger
  • Merative L.P.
  • Molecular Devices LLC
  • Envigo（Inotiv Inc.）
  • Instem plc
  • Simulations Plus
  • Cyprotex
  • Recursion Pharmaceuticals
  • Exscientia PLC
  • BIOVIA Corporation
  • Lhasa Limited
  • Chemaxon Ltd.
  • Insilico Medicine Inc.
  • Algorithme Pharma

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと潜在的な分析

第36章 付録

目次
Product Code: r16977

Artificial Intelligence (AI) in predictive toxicology entails leveraging AI techniques to analyze biological, chemical, and environmental data, predicting the potential toxicity of chemicals and compounds. Its application expedites chemical safety assessments, forecasts drug toxicity, and facilitates the prioritization of chemicals for further testing.

The primary components of AI in predictive toxicology encompass solutions and services. Solutions comprise software platforms or systems engineered to analyze data and forecast toxicological outcomes. These solutions employ advanced algorithms and models to evaluate the potential risks of chemical compounds, providing comprehensive tools for toxicity prediction and risk assessment. They play a crucial role in aiding drug development and evaluating chemical safety. Incorporating various technologies such as machine learning, natural language processing, and computer vision, these solutions cater to diverse toxicity endpoint applications including genotoxicity, hepatotoxicity, neurotoxicity, and cardiotoxicity. These are utilized across various sectors including pharmaceutical and biotechnology firms, chemical and cosmetics companies, and contract research organizations.

The artificial intelligence (AI) in predictive toxicology research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in predictive toxicology market statistics, including the artificial intelligence (AI) in predictive toxicology industry's global market size, regional shares, competitors with an artificial intelligence (AI) in predictive toxicology market share, detailed artificial intelligence (AI) in predictive toxicology market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in predictive toxicology industry. This artificial intelligence (AI) in predictive toxicology market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI) in predictive toxicology market size has grown exponentially in recent years. It will grow from $0.38 billion in 2023 to $0.50 billion in 2024 at a compound annual growth rate (CAGR) of 30.3%. The expansion observed in the historical period can be attributed to several factors. These include escalating regulatory pressure for toxicity assessment, heightened awareness and concerns regarding chemical safety, the accessibility of extensive datasets for model training purposes, mounting expenses and ethical considerations associated with animal testing practices, and a growing demand for swifter and more economical toxicity screening methods.

The artificial intelligence (AI) in predictive toxicology market size is expected to see exponential growth in the next few years. It will grow to $1.41 billion in 2028 at a compound annual growth rate (CAGR) of 29.9%. Anticipated growth in the forecast period is driven by several factors, including the emergence of explainable AI in toxicology predictions, increased demand for personalized toxicity assessments, regulatory acceptance of AI-based predictions, expanding outsourcing services, and broader AI applications in drug development. Key trends include a shift to 3D cell culture models, federated learning for collaborative prediction, generative models for toxicity pathway prediction, natural language processing for data extraction, and growth in virtual screening platforms.

The increasing demand for efficient and ethical drug discovery processes is poised to propel the growth of the artificial intelligence (AI) in predictive toxicology market in the foreseeable future. Drug discovery, a complex and dynamic process, involves the systematic exploration, synthesis, and evaluation of chemical compounds to identify potential therapeutic agents for alleviating diseases and enhancing overall well-being. Efficient and ethical drug discovery processes prioritize responsible research practices and leverage advanced technologies to develop new therapeutic agents. This demand is driven by the rising prevalence of chronic diseases, the growing trend towards personalized medicine, and an increased incidence of age-related diseases. Artificial intelligence (AI) in predictive toxicology enhances drug discovery processes by efficiently analyzing extensive datasets to predict potential toxicological outcomes, thereby accelerating drug development while ensuring adherence to ethical standards. For example, according to the European Federation of Pharmaceutical Industries and Associations (EFPIA), the total pharmaceutical R&D expenditure in Europe reached $49,500 million (€44,500 million) in 2022, marking a 6.45% increase from $46,500 million (€42,533 million) in 2021. Consequently, the escalating demand for efficient and ethical drug discovery processes drives the growth of the artificial intelligence (AI) in predictive toxicology market.

Major players in the artificial intelligence (AI) predictive toxicology market are embracing strategic collaboration approaches to enhance their market presence and foster innovation. These collaborations aim to leverage AI and machine learning techniques to improve the prediction and assessment of the toxicity of chemical compounds and pharmaceuticals. For instance, in January 2024, SyntheticGestalt, a UK-based AI research and development company specializing in AI drug discovery solutions, partnered with Enamine, a Ukraine-based provider of chemical building blocks, screening compounds, and integrated drug discovery services. Together, they aim to develop a set of AI models facilitating the generation of synthetically accessible biologically active compounds and optimizing their physicochemical and ADME or Tox (Absorption, Distribution, Metabolism, and Excretion or Toxicity) properties. SyntheticGestalt will integrate Enamine's extensive Enamine REAL database, containing 38 billion molecules, into its Drug Discovery Service, utilizing proprietary AI models to predict the physicochemical and ADME or Tox properties of compounds and suggest improved alternative compounds for those with issues. Through these collaborative efforts, SyntheticGestalt and Enamine aim to advance drug discovery processes and cater to both academic users and pharmaceutical companies with their innovative services.

In August 2021, Clarivate, a UK-based company specializing in insights and analytics services, successfully acquired Bioinfogate for an undisclosed sum. This strategic acquisition marks a significant expansion of Clarivate's portfolio through the integration of the OFF-X portal. This inclusion enhances access to superior drug toxicity data, streamlines processes, and reinforces Clarivate's position in the life sciences sector. The move signifies a substantial progression in meeting the escalating demand for artificial intelligence in predictive toxicology solutions. Bioinfogate, headquartered in Spain, is actively involved in the development of predictive and AI models for drug discovery, with a specific focus on toxicity and safety aspects.

Major companies operating in the artificial intelligence (ai) in predictive toxicology market are Laboratory Corporation of America Holdings (LabCorp), Eurofins Scientific SE, Wuxi AppTec, Charles River Laboratories International, Medidata Solutions Inc., Certara Inc., Schrodinger, Merative L.P., Molecular Devices LLC, Envigo (Inotiv Inc.), Instem plc, Simulations Plus, Cyprotex, Recursion Pharmaceuticals, Exscientia PLC, BIOVIA Corporation, Lhasa Limited, Chemaxon Ltd., Insilico Medicine Inc., Algorithme Pharma, CiToxLAB, ArisGlobal, Benevolent AI, Berg Health, Cyclica Therapeutics Inc., Celsius Therapeutics, Biovista Inc., BioTeam Inc.

North America was the largest region in the artificial intelligence (AI) in predictive toxicology market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence (ai) in predictive toxicology market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the artificial intelligence (ai) in predictive toxicology market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

Artificial intelligence (AI) in predictive toxicology market includes revenues earned by entities by providing services such as toxicity prediction modeling, risk assessment, chemical prioritization, and toxicity data analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI) In Predictive Toxicology Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (AI) in predictive toxicology market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
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  • Outperform competitors using forecast data and the drivers and trends shaping the market.
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Where is the largest and fastest growing market for artificial intelligence (AI) in predictive toxicology ? 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 predictive toxicology 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.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Component: Solution; Services
  • 2) By Technology: Machine Learning; Natural Language Processing; Computer Vision; Other Technologies
  • 3) By Toxicity Endpoints: Genotoxicity; Hepatotoxicity; Neurotoxicity; Cardiotoxicity; Other Toxicity Endpoints
  • 4) By End User: Pharmaceutical And Biotechnology Companies; Chemical And Cosmetics; Contract Research Organizations; Other End Users
  • Companies Mentioned: Laboratory Corporation of America Holdings (LabCorp); Eurofins Scientific SE; Wuxi AppTec; Charles River Laboratories International; Medidata Solutions Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • 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,
  • 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.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Artificial Intelligence (AI) In Predictive Toxicology Market Characteristics

3. Artificial Intelligence (AI) In Predictive Toxicology Market Trends And Strategies

4. Artificial Intelligence (AI) In Predictive Toxicology Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence (AI) In Predictive Toxicology Market Size and Growth

  • 5.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Artificial Intelligence (AI) In Predictive Toxicology Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Artificial Intelligence (AI) In Predictive Toxicology Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence (AI) In Predictive Toxicology Market Segmentation

  • 6.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Solution
  • Services
  • 6.2. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Other Technologies
  • 6.3. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Genotoxicity
  • Hepatotoxicity
  • Neurotoxicity
  • Cardiotoxicity
  • Other Toxicity Endpoints
  • 6.4. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Pharmaceutical And Biotechnology Companies
  • Chemical And Cosmetics
  • Contract Research Organizations
  • Other End Users

7. Artificial Intelligence (AI) In Predictive Toxicology Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Artificial Intelligence (AI) In Predictive Toxicology Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence (AI) In Predictive Toxicology Market

  • 9.1. China Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 9.2. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence (AI) In Predictive Toxicology Market

  • 10.1. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence (AI) In Predictive Toxicology Market

  • 11.1. Japan Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 11.2. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence (AI) In Predictive Toxicology Market

  • 12.1. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market

  • 13.1. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market

  • 14.1. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 14.2. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market

  • 15.1. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence (AI) In Predictive Toxicology Market

  • 16.1. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence (AI) In Predictive Toxicology Market

  • 17.1. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence (AI) In Predictive Toxicology Market

  • 18.1. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence (AI) In Predictive Toxicology Market

  • 19.1. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence (AI) In Predictive Toxicology Market

  • 20.1. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market

  • 21.1. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence (AI) In Predictive Toxicology Market

  • 22.1. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence (AI) In Predictive Toxicology Market

  • 23.1. North America Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 23.2. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence (AI) In Predictive Toxicology Market

  • 24.1. USA Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 24.2. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence (AI) In Predictive Toxicology Market

  • 25.1. Canada Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 25.2. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence (AI) In Predictive Toxicology Market

  • 26.1. South America Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 26.2. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market

  • 27.1. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market

  • 28.1. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 28.2. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence (AI) In Predictive Toxicology Market

  • 29.1. Africa Artificial Intelligence (AI) In Predictive Toxicology Market Overview
  • 29.2. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By Toxicity Endpoints, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI) In Predictive Toxicology Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI) In Predictive Toxicology Market Company Profiles
    • 30.2.1. Laboratory Corporation of America Holdings (LabCorp)
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Eurofins Scientific SE
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Wuxi AppTec
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Charles River Laboratories International
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Medidata Solutions Inc.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Artificial Intelligence (AI) In Predictive Toxicology Market Other Major And Innovative Companies

  • 31.1. Certara Inc.
  • 31.2. Schrodinger
  • 31.3. Merative L.P.
  • 31.4. Molecular Devices LLC
  • 31.5. Envigo (Inotiv Inc.)
  • 31.6. Instem plc
  • 31.7. Simulations Plus
  • 31.8. Cyprotex
  • 31.9. Recursion Pharmaceuticals
  • 31.10. Exscientia PLC
  • 31.11. BIOVIA Corporation
  • 31.12. Lhasa Limited
  • 31.13. Chemaxon Ltd.
  • 31.14. Insilico Medicine Inc.
  • 31.15. Algorithme Pharma

32. Global Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Benchmarking

33. Global Artificial Intelligence (AI) In Predictive Toxicology Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Predictive Toxicology Market

35. Artificial Intelligence (AI) In Predictive Toxicology Market Future Outlook and Potential Analysis

  • 35.1 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI) In Predictive Toxicology Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer