药物发现市场中的人工智慧（AI）-按组件（软体、服务）、技术（机器学习{深度学习}）、应用类型（目标识别）、治疗领域（肿瘤学）、最终用途（CRO）、全球预测, 2023-2032

在越来越多的跨产业合作和伙伴关係的推动下，药物发现市场中的全球人工智慧 (AI) 将从 2023 年到 2032 年以 30.1% 的复合年增长率成长。製药专业知识与人工智慧驱动技术的融合可实现更快、更有效率的药物发现过程。合作促进了人工智慧演算法与药物研究的整合，加速了潜在化合物的识别并缩短了开发时间。不同部门之间的协同作用促进了创新，推动了人工智慧在药物发现产业的发展。

举个例子，2023 年 10 月，Evozyn 透露完成了 8,100 万美元的 B 轮融资，致力于支持其人工智慧驱动的生成药物发现平台和产品开发工作的进展。这项进展是在 2023 年初与 NVIDIA 建立富有成效的合作关係之后推出的，在此期间，两家公司共同创建了一个能够设计治疗性蛋白质的创新人工智慧模型。

药物发现市场中的整体人工智慧根据组件、技术、应用、治疗领域、最终用途和地区进行分类。

服务部门可能在 2023 年至 2032 年期间获得可观的利益。药物发现服务中的人工智慧需求量很大，因为它们能够显着加快药物开发过程。人工智慧演算法可以分析大量资料集，预测潜在的候选药物，并以惊人的速度和精确度优化分子结构。这不仅缩短了研发时间，也降低了成本。随着对更快、更有效率的药物发现解决方案的需求，该领域对人工智慧服务的需求持续成长。

到 2032 年，药物发现解决方案和服务中的人工智慧可能会在临床前测试应用中遇到激增的需求，因为它们提高了准确性和效率。人工智慧驱动的演算法可以快速分析复杂的生物和化学资料，帮助识别有前途的候选药物并预测它们在临床前测试中的行为。这减少了对大量实验室实验的需求，加快了药物开发时间，并最终降低了成本，使得人工智慧在药物发现的临床前测试阶段不可或缺。

2023 年至 2032 年间，欧洲药物发现产业的人工智慧可能呈现显着的复合年增长率。欧洲拥有强大的製药业，并且正在大力投资人工智慧研究。根据 EFPIA 2022 年年度报告，欧洲研究型製药产业产值大幅成长，从 2000 年的 1,275 亿欧元成长到 2021 年的 3,000 亿欧元。同期为 909 亿欧元至 5,650 亿欧元。 2021年进口额达3,900亿欧元，贸易顺差达1,750亿欧元。

对创新的监管支援以及学术界、新创公司和老牌製药公司之间的合作伙伴关係促进了人工智慧的采用。此外，需要更有效率的药物开发流程来对抗 COVID-19 等疾病，这加速了整个欧洲地区对药物发现中人工智慧解决方案的需求。

目录

第 1 章：方法与范围

第 2 章：执行摘要

第 3 章：药物发现产业中的人工智慧洞察

• 产业生态系统分析
• 产业影响力
  • 成长动力
    • 越来越多的跨产业合作和伙伴关係
    • 人工智慧减少了药物发现和开发过程中的成本和时间
    • 慢性病和传染病率上升
  • 产业陷阱与挑战
    • 药物发现领域缺乏资料集
    • 理解和专业知识有限
• 成长潜力分析
• COVID-19 影响分析
• 监管环境
• 药物发现中的人工智慧 - 按阶段和治疗领域分類的药物
• 人工智慧在药物发现资助的应用，2018-2020
• 波特的分析
• PESTEL分析

第 4 章：竞争格局

• 介绍
• 投资及合作版图
• 公司矩阵分析
• 主要市场参与者的竞争分析
• 竞争定位矩阵
• 战略仪表板

第 5 章：药物发现中的人工智慧市场规模和预测：按组成部分

• 主要动向：按组件
• 软体
• 服务

第 6 章：药物发现中的人工智慧市场规模与预测：按技术分类

• 主要动力向：靠技术
• 机器学习
  • 深度学习
  • 监督学习
  • 无监督学习
  • 其他机器学习技术
• 其他技术

第 7 章：药物发现中的人工智慧市场规模及预测：按应用类型

• 主要动向：依应用类型
• 分子库筛选
• 目标识别
• 药物优化和再利用
• 从头药物设计
• 临床前测试

第 8 章：药物发现中的人工智慧市场规模与预测：按治疗领域

• 主要动向：依治疗领域
• 肿瘤学
• 神经退化性疾病
• 发炎
• 传染性疾病
• 代谢性疾病
• 罕见疾病
• 心血管疾病
• 其他治疗领域

第 9 章：药物发现中的人工智慧市场规模和预测：按最终用途

• 主要动向：依最终用途
• 製药和生物技术公司
• 合约研究组织 (CRO)
• 其他最终用户

第 10 章：药物发现中的人工智慧市场规模及预测：按地区

• 主要动向：按地区
• 北美洲
  • 我们
  • 加拿大
• 欧洲
  • 德国
  • 英国
  • 法国
  • 西班牙
  • 义大利
  • 欧洲其他地区
• 亚太地区
  • 日本
  • 中国
  • 印度
  • 澳洲
  • 韩国
  • 亚太地区其他地区
• 拉丁美洲
  • 巴西
  • 墨西哥
  • 拉丁美洲其他地区
• 中东和非洲
  • 南非
  • 沙乌地阿拉伯
  • 中东和非洲其他地区

第 11 章：公司简介

• Microsoft
• BenevolentAI
• Exscientia
• IBM Corporation
• Alphabet (DeepMind)
• NVIDIA Corporation
• Deep Genomic
• Atomwise Inc.
• Cyclica
• Deargen

Global Artificial Intelligence (AI) in Drug Discovery Market will expand at 30.1% CAGR from 2023 to 2032, driven by the growing number of cross-industry collaborations and partnerships. The convergence of pharmaceutical expertise with AI-driven technologies enables faster and more efficient drug discovery processes. Collaborations facilitate the integration of AI algorithms into drug research, accelerating the identification of potential compounds and reducing development timelines. This synergy between different sectors fuels innovation, driving the growth of the AI in drug discovery industry.

Quoting an instance, in October 2023, Evozyn revealed the completion of an $81 million Series B funding round dedicated to supporting the advancement of its generative AI-powered drug discovery platform and product development efforts. This development comes on the heels of a productive partnership with NVIDIA earlier in 2023, during which the two companies jointly created an innovative AI model capable of designing therapeutic proteins.

The overall AI in drug discovery market is categorized based on component, technology, application, therapeutic area, end-use, and region.

The services segment could garner commendable gains throughout 2023-2032. AI in drug discovery services is in high demand due to their ability to significantly expedite the drug development process. AI algorithms can analyze vast datasets, predict potential drug candidates, and optimize molecular structures with remarkable speed and precision. This not only reduces research and development timelines but also lowers costs. With the need for faster and more efficient drug discovery solutions, the demand for AI services in this sector continues to grow.

AI in drug discovery solutions and services could experience surging demand in preclinical testing applications by 2032 because they enhance accuracy and efficiency. AI-powered algorithms can swiftly analyze complex biological and chemical data, aiding in the identification of promising drug candidates and predicting their behavior in preclinical testing. This reduces the need for extensive laboratory experiments, accelerates the drug development timeline, and ultimately lowers costs, making AI indispensable in the preclinical testing phase of drug discovery.

Europe AI in drug discovery industry could exhibit noteworthy CAGR between 2023-2032. Europe boasts a strong pharmaceutical sector and is investing significantly in AI research. According to EFPIA's Annual Report for 2022, the research-based pharmaceutical industry in Europe has seen substantial growth in production value, rising from 127.5 billion euros in 2000 to 300 billion euros in 2021. Equally noteworthy is the remarkable increase in exports, which surged from 90.9 billion euros to 565 billion euros during the same timeframe. In 2021, imports accounted for 390 billion euros, resulting in a positive trade balance of 175 billion euros.

Regulatory support for innovation and partnerships between academia, startups, and established pharmaceutical companies fosters AI adoption. Additionally, the need for more efficient drug development processes to combat diseases like COVID-19 accelerates the demand for AI solutions in drug discovery across the European region.

Table of Contents

Chapter 1 Methodology & Scope

• 1.1 Market definition
• 1.2 Base estimates & calculations
• 1.3 Forecast parameters
• 1.4 COVID-19 impact analysis at global level
• 1.5 Data validation
• 1.6 Data Sources
  • 1.6.1 Primary
  • 1.6.2 Secondary
    • 1.6.2.1 Paid sources
    • 1.6.2.2 Public sources

Chapter 2 Executive Summary

• 2.1 Global artificial intelligence in drug discovery industry 360 degree synopsis, 2018 - 2032
  • 2.1.1 Business trends
  • 2.1.2 Regional trends
  • 2.1.3 Component trends
  • 2.1.4 Technology trends
  • 2.1.5 Application type trends
  • 2.1.6 Therapeutic area trends
  • 2.1.7 End-use trends

Chapter 3 Artificial Intelligence in Drug Discovery Industry Insights

• 3.1 Industry ecosystem analysis
• 3.2 Industry impact forces
  • 3.2.1 Growth drivers
    • 3.2.1.1 Growing number of cross industry collaborations and partnerships
    • 3.2.1.2 Artificial intelligence reduces cost and time utilized in the drug discovery& development process
    • 3.2.1.3 Rising prevalence of chronic and infectious diseases
  • 3.2.2 Industry pitfalls & challenges
    • 3.2.2.1 Lack of data sets in the field of drug discovery
    • 3.2.2.2 Limited understanding and expertise
• 3.3 Growth potential analysis
  • 3.3.1 By component
  • 3.3.2 By technology
  • 3.3.3 By application type
  • 3.3.4 By therapeutic area
  • 3.3.5 By end-use
• 3.4 COVID- 19 impact analysis
• 3.5 Regulatory landscape
• 3.6 AI in drug discovery - Drugs by stage and therapeutic area
• 3.7 AI in drug discovery funding, 2018-2020
• 3.8 Porter's analysis
• 3.9 PESTEL analysis

Chapter 4 Competitive Landscape, 2022

• 4.1 Introduction
• 4.2 Investment and partnership landscape
• 4.3 Company matrix analysis, 2022
• 4.4 Competitive analysis of major market players
• 4.5 Competitive positioning matrix
• 4.6 Strategy dashboard, 2022

Chapter 5 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Component (USD Million)

• 5.1 Key trends, by component
• 5.2 Software
• 5.3 Services

Chapter 6 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Technology (USD Million)

• 6.1 Key trends, by technology
• 6.2 Machine Learning
  • 6.2.1 Deep Learning
  • 6.2.2 Supervised Learning
  • 6.2.3 Unsupervised Learning
  • 6.2.4 Other Machine Learning Technologies
• 6.3 Other Technologies

Chapter 7 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Application Type (USD Million)

• 7.1 Key trends, by application type
• 7.2 Molecular library screening
• 7.3 Target Identification
• 7.4 Drug Optimization and Repurposing
• 7.5 De novo Drug Designing
• 7.6 Preclinical Testing

Chapter 8 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Therapeutic Area (USD Million)

• 8.1 Key trends, by therapeutic area
• 8.2 Oncology
• 8.3 Neurodegenerative Diseases
• 8.4 Inflammatory
• 8.5 Infectious Diseases
• 8.6 Metabolic Diseases
• 8.7 Rare Diseases
• 8.8 Cardiovascular Diseases
• 8.9 Other Therapeutic Areas

Chapter 9 Artificial Intelligence in Drug Discovery Market Size and Forecast, By End-use (USD Million)

• 9.1 Key trends, by end-use
• 9.2 Pharmaceutical and Biotechnology Companies
• 9.3 Contract Research Organization (CROs)
• 9.4 Other End-users

Chapter 10 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Region (USD Million)

• 10.1 Key trends, by region
• 10.2 North America
  • 10.2.1 U.S.
  • 10.2.2 Canada
• 10.3 Europe
  • 10.3.1 Germany
  • 10.3.2 UK
  • 10.3.3 France
  • 10.3.4 Spain
  • 10.3.5 Italy
  • 10.3.6 Rest of Europe
• 10.4 Asia Pacific
  • 10.4.1 Japan
  • 10.4.2 China
  • 10.4.3 India
  • 10.4.4 Australia
  • 10.4.5 South Korea
  • 10.4.6 Rest of Asia Pacific
• 10.5 Latin America
  • 10.5.1 Brazil
  • 10.5.2 Mexico
  • 10.5.3 Rest of Latin America
• 10.6 Middle East & Africa
  • 10.6.1 South Africa
  • 10.6.2 Saudi Arabia
  • 10.6.3 Rest of Middle East & Africa

Chapter 11 Company Profiles

• 11.1 Microsoft
• 11.2 BenevolentAI
• 11.3 Exscientia
• 11.4 IBM Corporation
• 11.5 Alphabet (DeepMind)
• 11.6 NVIDIA Corporation
• 11.7 Deep Genomic
• 11.8 Atomwise Inc.
• 11.9 Cyclica
• 11.10 Deargen

Data Tables

• TABLE 1 Market revenue, by component (2022)
• TABLE 2 Market revenue, by technology (2022)
• TABLE 3 Market revenue, by application type (2022)
• TABLE 4 Market share, by therapeutic area (2022)
• TABLE 5 Market share, by end-use (2022)
• TABLE 6 Market share, by region (2022)
• TABLE 7 Global artificial intelligence in drug discovery market size, by region, 2018-2022 (USD Million)
• TABLE 8 Global artificial intelligence in drug discovery market size, by region, 2023-2032 (USD Million)
• TABLE 9 Global artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 10 Global artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 11 Global artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 12 Global artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 13 Global artificial intelligence in drug discovery market size, by application type, 2018-2022 (USD Million)
• TABLE 14 Global artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 15 Global artificial intelligence in drug discovery market size, by therapeutic area, 2018-2022 (USD Million)
• TABLE 16 Global artificial intelligence in drug discovery market size, by therapeutic area, 2023-2032 (USD Million)
• TABLE 17 Global artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 18 Global artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 19 Industry impact forces
• TABLE 20 Software market size, 2018-2022 (USD Million)
• TABLE 21 Software market size, 2023-2032 (USD Million)
• TABLE 22 Services market size, 2018-2022 (USD Million)
• TABLE 23 Services market size, 2023-2032 (USD Million)
• TABLE 24 Machine learning market size, 2018-2022 (USD Million)
• TABLE 25 Machine learning market size, 2023-2032 (USD Million)
• TABLE 26 Deep learning market size, 2018-2022 (USD Million)
• TABLE 27 Deep learning market size, 2023-2032 (USD Million)
• TABLE 28 Supervised learning market size, 2018-2022 (USD Million)
• TABLE 29 Supervised learning market size, 2023-2032 (USD Million)
• TABLE 30 Unsupervised learning market size, 2018-2022 (USD Million)
• TABLE 31 Unsupervised learning market size, 2023-2032 (USD Million)
• TABLE 32 Other machine learning technologies market size, 2018-2022 (USD Million)
• TABLE 33 Other machine learning technologies market size, 2023-2032 (USD Million)
• TABLE 34 Other technologies market size, 2018-2022 (USD Million)
• TABLE 35 Other technologies market size, 2023-2032 (USD Million)
• TABLE 36 Molecular library screening market size, 2018-2022 (USD Million)
• TABLE 37 Molecular library screening market size, 2023-2032 (USD Million)
• TABLE 38 Target identification market size, 2018-2022 (USD Million)
• TABLE 39 Target identification market size, 2023-2032 (USD Million)
• TABLE 40 Drug optimization and repurposing market size, 2018-2022 (USD Million)
• TABLE 41 Drug optimization and repurposing market size, 2023-2032 (USD Million)
• TABLE 42 De novo drug designing market size, 2018-2022 (USD Million)
• TABLE 43 De novo drug designing market size, 2023-2032 (USD Million)
• TABLE 44 Preclinical testing market size, 2018-2022 (USD Million)
• TABLE 45 Preclinical testing market size, 2018-2022 (USD Million)
• TABLE 46 Oncology market size, 2018-2022 (USD Million)
• TABLE 47 Oncology market size, 2023-2032 (USD Million)
• TABLE 48 Neurodegenerative diseases market size, 2018-2022 (USD Million)
• TABLE 49 Neurodegenerative diseases market size, 2023-2032 (USD Million)
• TABLE 50 Inflammatory market size, 2018-2022 (USD Million)
• TABLE 51 Inflammatory market size, 2023-2032 (USD Million)
• TABLE 52 Infectious diseases market size, 2018-2022 (USD Million)
• TABLE 53 Infectious diseases market size, 2023-2032 (USD Million)
• TABLE 54 Metabolic diseases market size, 2018-2022 (USD Million)
• TABLE 55 Metabolic diseases market size, 2023-2032 (USD Million)
• TABLE 56 Rare diseases market size, 2018-2022 (USD Million)
• TABLE 57 Rare diseases market size, 2023-2032 (USD Million)
• TABLE 58 Cardiovascular diseases market size, 2018-2022 (USD Million)
• TABLE 59 Cardiovascular diseases market size, 2018-2022 (USD Million)
• TABLE 60 Other therapeutic areas market size, 2018-2022 (USD Million)
• TABLE 61 Other therapeutic areas market size, 2023-2032 (USD Million)
• TABLE 62 North America artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
• TABLE 63 North America artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
• TABLE 64 North America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 65 North America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 66 North America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 67 North America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 68 North America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 69 North America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 70 North America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 71 North America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 72 North America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 73 North America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 74 U.S. artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 75 U.S. artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 76 U.S. artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 77 U.S. artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 78 U.S. artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 79 U.S. artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 80 U.S. artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 81 U.S. artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 82 U.S. artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 83 U.S. artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 84 Canada artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 85 Canada artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 86 Canada artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 87 Canada artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 88 Canada artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 89 Canada artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 90 Canada artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 91 Canada artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 92 Canada artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 93 Canada artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 94 Europe artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
• TABLE 95 Europe artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
• TABLE 96 Europe artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 97 Europe artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 98 Europe artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 99 Europe artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 100 Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 101 Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 102 Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 103 Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 104 Europe artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 105 Europe artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 106 Germany artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 107 Germany artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 108 Germany artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 109 Germany artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 110 Germany artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 111 Germany artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 112 Germany artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 113 Germany artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 114 Germany artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 115 Germany artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 116 UK artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 117 UK artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 118 UK artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 119 UK artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 120 UK artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 121 UK artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 122 UK artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 123 UK artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 124 UK artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 125 UK artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 126 France artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 127 France artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 128 France artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 129 France artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 130 France artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 131 France artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 132 France artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 133 France artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 134 France artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 135 France artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 136 Spain artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 137 Spain artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 138 Spain artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 139 Spain artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 140 Spain artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 141 Spain artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 142 Spain artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 143 Spain artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 144 Spain artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 145 Spain artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 146 Italy artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 147 Italy artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 148 Italy artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 149 Italy artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 150 Italy artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 151 Italy artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 152 Italy artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 153 Italy artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 154 Italy artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 155 Italy artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 156 Rest of Europe artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 157 Rest of Europe artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 158 Rest of Europe artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 159 Rest of Europe artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 160 Rest of Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 161 Rest of Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 162 Rest of Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 163 Rest of Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 164 Rest of Europe artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 165 Rest of Europe artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 166 Asia Pacific artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
• TABLE 167 Asia Pacific artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
• TABLE 168 Asia Pacific artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 169 Asia Pacific artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 170 Asia Pacific artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 171 Asia Pacific artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 172 Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 173 Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 174 Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 175 Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 176 Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 177 Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 178 China artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 179 China artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 180 China artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 181 China artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 182 China artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 183 China artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 184 China artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 185 China artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 186 China artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 187 China artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 188 India artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 189 India artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 190 India artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 191 India artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 192 India artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 193 India artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 194 India artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 195 India artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 196 India artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 197 India artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 198 Australia artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 199 Australia artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 200 Australia artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 201 Australia artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 202 Australia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 203 Australia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 204 Australia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 205 Australia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 206 Australia artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 207 Australia artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 208 South Korea artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 209 South Korea artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 210 South Korea artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 211 South Korea artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 212 South Korea artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 213 South Korea artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 214 South Korea artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 215 South Korea artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 216 South Korea artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 217 South Korea artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 218 Rest of Asia Pacific artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 219 Rest of Asia Pacific artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 220 Rest of Asia Pacific artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 221 Rest of Asia Pacific artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 222 Rest of Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 223 Rest of Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 224 Rest of Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 225 Rest of Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 226 Rest of Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 227 Rest of Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 228 Latin America artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
• TABLE 229 Latin America artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
• TABLE 230 Latin America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 231 Latin America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 232 Latin America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 233 Latin America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 234 Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 235 Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 236 Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 237 Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 238 Latin America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 239 Latin America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 240 Brazil artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 241 Brazil artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 242 Brazil artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 243 Brazil artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 244 Brazil artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 245 Brazil artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 246 Brazil artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 247 Brazil artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 248 Brazil artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 249 Brazil artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 250 Mexico artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 251 Mexico artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 252 Mexico artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 253 Mexico artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 254 Mexico artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 255 Mexico artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 256 Mexico artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 257 Mexico artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 258 Mexico artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 259 Mexico artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 260 Rest of Latin America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 261 Rest of Latin America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 262 Rest of Latin America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 263 Rest of Latin America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 264 Rest of Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 265 Rest of Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 266 Rest of Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 267 Rest of Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 268 Rest of Latin America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 269 Rest of Latin America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 270 Middle East & Africa artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
• TABLE 271 Middle East & Africa artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
• TABLE 272 Middle East & Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 273 Middle East & Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 274 Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 275 Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 276 Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 277 Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 278 Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 279 Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 280 Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 281 Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 282 South Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 283 South Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 284 South Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 285 South Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 286 South Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 287 South Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 288 South Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 289 South Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 290 South Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 291 South Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 292 Saudi Arabia artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 293 Saudi Arabia artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 294 Saudi Arabia artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 295 Saudi Arabia artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 296 Saudi Arabia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 297 Saudi Arabia artificial intelligence in drug discovery market size, by application type type, 2023-2032 (USD Million)
• TABLE 298 Saudi Arabia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 299 Saudi Arabia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 300 Saudi Arabia artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 301 Saudi Arabia artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
• TABLE 302 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
• TABLE 303 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
• TABLE 304 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
• TABLE 305 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
• TABLE 306 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 307 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
• TABLE 308 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 309 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
• TABLE 310 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
• TABLE 311 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)

Charts & Figures

• FIG 1 GMI report coverage: Critical research elements
• FIG 2 Top-down approach
• FIG 3 Market estimation and forecast methodology
• FIG 4 Market forecasting methodology
• FIG 5 Breakdown of primary participants
• FIG 6 Artificial intelligence in drug discovery industry 360 degree synopsis, 2018 - 2032
• FIG 7 Growth potential analysis, by component
• FIG 8 Growth potential analysis, by technology
• FIG 9 Growth potential analysis, by application type
• FIG 10 Growth potential analysis, by therapeutic area
• FIG 11 Growth potential analysis, by end-use
• FIG 12 Porter's analysis
• FIG 13 PESTEL analysis
• FIG 14 Company matrix analysis, 2022
• FIG 15 Competitive analysis of major market players, 2022
• FIG 16 Competitive positioning matrix
• FIG 17 Strategic dashboard, 2022