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生命科学市场中的机器学习，按组件、按应用、最终用户、按国家和地区划分 - 2023-2030 年行业分析、市场规模、市场份额和预测
市场调查报告书
商品编码
1351393

生命科学市场中的机器学习，按组件、按应用、最终用户、按国家和地区划分 - 2023-2030 年行业分析、市场规模、市场份额和预测

Machine Learning in the Life Sciences Market, By Component, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
出版日期: | 出版商: AnalystView Market Insights | 英文 284 Pages | 商品交期: 2-3个工作天内

价格

报告要点

2022 年，生命科学中的机器学习市场规模达 18.074 亿美元，2023 年至 2030 年复合年增长率为 22.9%。

生命科学市场中的机器学习 - 市场动态：

  • 人工智慧技术的越来越多的使用推动了市场的成长
  • 机器学习正在成为医疗保健领域的重要工具，用于传播有关医疗保健产品安全性的最新资讯。大多数生命科学企业都渴望改进药物标籤（例如包装说明书和患者资讯传单），以更有效地传达安全讯息，特别是在提供定製药物时。此元素还导致需要更新参考标籤，这对于安全性原因至关重要。该标籤在提交给相关卫生当局之前必须考虑几个因素，包括艺术品印刷、生产运作日期等。此外，企业的 SOP 时间表设定的提交截止日期比卫生当局要求的更严格，这增加了负担和费用。为了确定物品的最佳提交日期并确保其安全，该公司结合了透过机器学习收集的数据点。因此，预计这将在预测期内推动市场成长。

生命科学市场中的机器学习 - 主要见解：

  • 根据我们的研究分析师分享的分析，生命科学市场中的全球机器学习预计在预测期内（2023-2030 年）每年将以 22.9% 左右的复合年增长率增长
  • 由于生命科学产业对先进技术的投资不断增加，生命科学产业的机器学习预计将以显着的速度成长。
  • 根据应用情况，临床研究和试验领域预计将在预测期内主导市场。
  • 从地区来看，预计北美将在预测期内主导市场。

生命科学市场中的机器学习 - 細項分析：

  • 生命科学市场中的全球机器学习根据组件、应用程式、最终用户和区域进行细分。
  • 根据应用，全球生命科学市场中的机器学习分为药物发现和开发、精准医学、基因组学和蛋白​​质组学、医学影像和诊断以及临床研究和试验。预计临床研究和试验部分将在预测期内主导市场。生命科学领域资料最密集的职责之一是进行临床研究。他们每天都会产生大量数据，同时密切注意各种患者特征。研究人员可以透过复杂的人工智慧系统运行这些数据集，从而找到鬆散连接的数据之间的相关联繫。这促使一些製药公司和临床研究机构花钱购买人工智慧等尖端工具。在目前的市场环境下，每年进行全球50%以上临床试验的製药业正在广泛观察人工智慧的快速采用。因此，在预测期内推动了细分市场的扩张。

生命科学市场中的机器学习 - 地理洞察

从地理来看，该市场广泛分布于北美、拉丁美洲、欧洲、亚太、中东和非洲等地区。这些区域根据开展业务的国家进一步划分。由于几乎所有生命科学应用对人工智慧 (AI) 解决方案的需求不断增加，预计北美将在预测期内主导市场。此外，大量的製药公司以及全球对美国药品出口需求的增加正在鼓励企业从事研发业务。例如，根据联合国COMTRADE全球商业资料库，2022年美国出口药品价值834.9亿美元。因此，上述统计数据推动了预测期内的市场成长。

生命科学市场中的机器学习 - 竞争格局：

市场上的主要参与者有： Atomwise Inc、Insilico Medicine Inc.、IBM Corporation、AiCure LLC、Nuance Communications Inc.、Sensely Inc.、Sophia Genetics SA、NuMedii Inc.、Enlitic Inc.、Apixio Inc.、Zebra Medical Vision和twoXAR Inc.

最近的发展：

2023 年 5 月，Google云端推出了两款新的人工智慧驱动的生命科学解决方案，帮助生技企业、製药公司和政府机构加速药物开发和精准医疗。多组学套件可加速遗传资料的辨识与分析，协助企业开发精准药物。标靶和先导物识别套件可帮助研究人员更好地了解氨基酸的作用并预测蛋白质的结构。

研究的主要特点：

这项关于生命科学市场机器学习的建议研究提供了市场规模（百万美元）、年复合成长率（CAGR%）和预测估计（2023-2030），以 2022 年为基准年

该报告为客户提供了有关生命科学市场机器学习的最新趋势见解。

该研究报告阐明了不同细分市场/国家的潜在成长机会，并解释了生命科学市场中机器学习有吸引力的投资主张矩阵

总体报告确定了生命科学市场机器学习的新投资机会、老牌参与者面临的挑战以及维持成长的因素

研究范围详细讨论了 COVID-19 对生命科学市场规模、预测、复合年增长率和市场动态的机器学习的影响。也将涵盖新冠疫情后生命科学市场机器学习的详细见解。

为了让本报告的使用者全面了解生命科学市场中的机器学习，我们还包括了生命科学市场中机器学习的竞争格局和关键创新者分析。

该研究包括成长前景映射分析，其中所有行业细分都根据其市场规模、成长率和吸引力进行基准测试。

该报告提供了主要市场参与者的详细公司概况，这将帮助用户了解生命科学市场机器学习参与者的财务资讯和策略倡议。

此外，报告还公布了全球和区域市场主要参与者的重要收购和合併、合作和合资、新产品推出、研发、区域扩张。

全球生命科学机器学习市场报告主要针对该行业的各个利益相关者，包括供应商、投资者、新进业者、经销商和财务分析师

目录

第 1 章：生命科学市场中的机器学习概述

  • 研究范围
  • 市场预估年份

第 2 章：执行摘要

  • 市场片段
    • 生命科学市场中的机器学习组件片段
    • 生命科学市场中的机器学习应用片段
    • 最终使用者在生命科学市场中的机器学习片段
    • 生命科学市场中的机器学习国家片段
    • 按地区分類的生命科学市场片段中的机器学习
  • 竞争洞察

第 3 章：生命科学中的机器学习主要市场趋势

  • 生命科学市场驱动因素中的机器学习
    • 市场驱动因素的影响分析
  • 生命科学市场限制中的机器学习
    • 市场限制影响分析
  • 生命科学市场机会中的机器学习
  • 生命科学市场中的机器学习未来趋势

第 4 章：生命科学产业研究中的机器学习

  • PEST分析
  • 波特五力分析
  • 成长前景图
  • 规范架构分析

第 5 章：生命科学市场中的机器学习：COVID-19 影响分析

  • COVID-19 之前的影响分析
  • COVID-19 后影响分析
    • 表现最佳的市场区隔
    • 边际增长部分
    • 最鬆散的部分
    • 边际损失部分

第 6 章：生命科学市场格局中的机器学习

  • 2022 年生命科学市场份额分析中的机器学习
  • 按主要製造商分類的故障数据
    • 既定玩家分析
    • 新兴玩家分析

第 7 章：生命科学市场中的机器学习 - 按组成部分

  • 概述
    • 按组成部分分類的细分市场占有率分析
    • 软体
    • 服务

第 8 章：生命科学市场中的机器学习 -按应用

  • 概述
    • 按应用的细分市场占有率分析
    • 药物发现与开发
    • 精准医疗
    • 基因组学和蛋白​​质组学
    • 医学影像和诊断
    • 临床研究和试验

第 9 章：生命科学市场中的机器学习 - 按最终用户

  • 概述
    • 按最终用户分類的细分市场占有率分析
    • 製药和生物技术公司
    • 学术研究机构
    • 医疗保健机构
    • 合约研究组织 (CRO)

第 10 章：生命科学市场中的机器学习 - 按地理位置

  • 介绍
    • 按地理位置分類的细分市场占有率分析
  • 北美洲
    • 概述
    • 机器学习在生命科学领域的北美主要製造商
    • 北美市场规模和预测（按国家）
    • 北美市场规模和预测（按组成部分）
    • 北美市场规模和预测（按应用）
    • 北美市场规模和预测（按最终用户）
    • 我们
    • 加拿大
  • 欧洲
    • 概述
    • 生命科学领域的机器学习欧洲主要製造商
    • 欧洲市场规模和预测（按国家）
    • 欧洲市场规模和预测（按组成部分）
    • 欧洲市场规模和预测（按应用）
    • 欧洲市场规模和预测（按最终用户）
    • 德国
    • 义大利
    • 英国
    • 法国
    • 俄罗斯
    • 荷兰
    • 瑞典
    • 波兰
    • 欧洲其他地区
  • 亚太地区 (APAC)
    • 概述
    • 生命科学领域的机器学习亚太地区主要製造商
    • 亚太地区市场规模与预测（按国家）
    • 亚太地区市场规模和预测（按组成部分）
    • 亚太地区市场规模与预测（按应用）
    • 亚太地区市场规模和预测（按最终用户）
    • 印度
    • 中国
    • 日本
    • 韩国
    • 澳洲
    • 泰国
    • 印尼
    • 菲律宾
    • 亚太地区其他地区
  • 拉丁美洲
    • 概述
    • 机器学习在生命科学领域的拉丁美洲主要製造商
    • 拉丁美洲市场规模与预测（按国家）
    • 拉丁美洲市场规模和预测（按组成部分）
    • 拉丁美洲市场规模与预测（按应用）
    • 拉丁美洲市场规模和预测（按最终用户）
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥伦比亚
    • 拉丁美洲其他地区
  • 中东和非洲
    • 概述
    • 生命科学中的机器学习中东和非洲的主要製造商
    • 中东和非洲市场规模及预测（按国家）
    • 中东和非洲市场规模及预测（按组成部分）
    • 中东和非洲市场规模及预测（按应用）
    • 中东和非洲市场规模和预测（按最终用户）
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 以色列
    • 土耳其
    • 阿尔及利亚
    • 埃及
    • MEA 的其余部分

第 11 章：关键供应商分析 - 生命科学产业中的机器学习

  • 竞争仪表板
  • 公司简介
    • Atomwise Inc
    • Insilico Medicine Inc.
    • IBM Corporation
    • AiCure LLC
    • Nuance Communications Inc.
    • Sensely Inc.
    • Sophia Genetics SA
    • NuMedii Inc.
    • Enlitic Inc.
    • Apixio Inc.
    • Zebra Medical Vision
    • twoXAR Inc.

第 12 章：360 度分析师视角

第 13 章：附录

  • 研究方法论
  • 参考
  • 缩写
  • 免责声明
  • 联络我们
Product Code: ANV1648

REPORT HIGHLIGHT

Machine Learning in the Life Sciences Market size was valued at USD 1,807.4 Million in 2022, expanding at a CAGR of 22.9% from 2023 to 2030.

Artificial intelligence, which is widely defined as a machine's capacity to mimic intelligent human behavior, includes the subfield of machine learning. Artificial intelligence (AI) systems are used to carry out complicated tasks like how people solve issues. AI and ML will assist life sciences companies in the future in developing treatments more quickly and effectively, lowering the costs of healthcare while increasing accessibility for patients. These technologies will work in conjunction with machine learning (ML) and natural language processing, which enable the algorithms to learn from experiences.

Machine Learning in the Life Sciences Market - Market Dynamics:

  • Increasing uses of AI technologies drive the market growth
  • Machine learning is becoming a crucial instrument in the healthcare sector for disseminating the most recent information on the safety of the products used in healthcare. The majority of life science businesses are eager to improve drug labels (such as package inserts and patient information leaflets) to more effectively communicate safety information, particularly when it comes to offering customized medication. This element is also causing the need for an updated reference label, which is essential for safety reasons. This label must take into account several factors before being submitted to the relevant health authority, including artwork printing, manufacturing run dates, and so on. Additionally, corporations' SOP schedules set submission due dates that are stricter than those required by health authorities, which adds to the burden and expense. To establish the best submission date for the items and ensure their safety, the corporation combined its data points that were gathered with machine learning. Thus, this is expected to drive market growth during the forecast period.

Machine Learning in the Life Sciences Market - Key Insights:

  • As per the analysis shared by our research analyst, the global Machine Learning in the Life Sciences market is estimated to grow annually at a CAGR of around 22.9% over the forecast period (2023-2030)
  • Machine Learning in the Life Sciences industry is projected to grow at a significant rate owing to the growing investment in advanced technologies by the life science industries.
  • Based on the application, the clinical research and trials segment is expected to dominate the market during the forecast period.
  • Based on region, North America is expected to dominate the market over the forecast period.

Machine Learning in the Life Sciences Market- Segmentation Analysis:

  • The Global Machine Learning in the Life Sciences Market is segmented based on component, application, end user and Region.
  • Based on the application, the global Machine Learning in the Life Sciences market is segmented into drug discovery and development, precision medicine, genomics and proteomics, medical imaging and diagnostics and clinical research and trials. The clinical research and trials segment is expected to dominate the market during the forecast period. One of the life sciences sector's most data-intensive responsibilities is conducting clinical studies. They produce enormous amounts of data every day while keeping an eye on various patient characteristics. Researchers can find relevant connections between loosely connected data by running these data sets through sophisticated AI systems. This motivates several pharmaceutical firms and clinical research institutions to spend money on cutting-edge tools like artificial intelligence. In the current market environment, the pharmaceutical industry, which conducts over 50% of all clinical trials worldwide each year, is extensively observing the rapid adoption of AI. Thus, driving the segment expansion over the forecast period.

Machine Learning in the Life Sciences Market- Geographical Insights

Geographically, this market is widespread in the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. North America is expected to dominate the market over the forecast period due to the increased demand for artificial intelligence (AI) solutions from nearly all life sciences applications. Additionally, the large number of pharmaceutical firms and the increased demand for American pharmaceutical exports globally are encouraging businesses to engage in R&D operations. For instance, according to the United Nations COMTRADE database on global commerce, the United States exported pharmaceutical products worth US$83.49 billion in 2022. Thus, the aforementioned stats propel the market growth during the forecast period.

Machine Learning in the Life Sciences Market- Competitive Landscape:

The key players operating in the market are: Atomwise Inc, Insilico Medicine Inc., IBM Corporation, AiCure LLC, Nuance Communications Inc., Sensely Inc., Sophia Genetics SA, NuMedii Inc., Enlitic Inc., Apixio Inc., Zebra Medical Vision and twoXAR Inc.

Recent Developments:

In May 2023, two new AI-powered life sciences solutions from Google Cloud have been introduced to help biotech businesses, pharmaceutical corporations, and government agencies speed up drug development and precision medicine. The Multiomics Suite expedites the identification and analysis of genetic data, assisting businesses in the development of precision medicines. The Target and Lead Identification Suite aids researchers in better understanding the role of amino acids and predicting the structure of proteins.

Key features of the study:

This proposed research study on Machine Learning in the Life Sciences market provides market size (US$ million), compound annual growth rate (CAGR %) and forecast estimation (2023-2030), considering 2022 as the base year

The report provides the client the latest up-to-date and trending insights about the Machine Learning in the Life Sciences market.

The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for Machine Learning in the Life Sciences market

The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the Machine Learning in the Life Sciences market

Impact of COVID-19 on Machine Learning in the Life Sciences market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on Machine Learning in the Life Sciences market post-COVID will also be covered.

In order to give the users of this report a comprehensive view on the Machine Learning in the Life Sciences market, we have also included competitive landscape and key innovator analysis for the Machine Learning in the Life Sciences market.

The study encompasses a growth prospect mapping analysis, wherein all the industry segments are benchmarked based on their market size, growth rate and attractiveness.

The report offers detailed company profiling featuring major market participants which will help users to understand their financial information and strategic initiatives of players operating in the Machine Learning in the Life Sciences market.

In addition, the report also unveils the important acquisitions & mergers, collaborations & joint ventures, new launch, research & development, regional expansion of major participants involved in the market on global as well as regional level.

The global Machine Learning in the Life Sciences market report primarily caters to various stakeholders in this industry including suppliers, investors, new entrants, distributors, and financial analysts

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL MACHINE LEARNING IN THE LIFE SCIENCES MARKET KEY PLAYERS

  • Atomwise Inc
  • Insilico Medicine Inc.
  • IBM Corporation
  • AiCure LLC
  • Nuance Communications Inc.
  • Sensely Inc.
  • Sophia Genetics SA
  • NuMedii Inc.
  • Enlitic Inc.
  • Apixio Inc.
  • Zebra Medical Vision
  • twoXAR Inc.

GLOBAL MACHINE LEARNING IN THE LIFE SCIENCES MARKET, BY COMPONENT

  • Software
  • Services

GLOBAL MACHINE LEARNING IN THE LIFE SCIENCES MARKET, BY APPLICATION

  • Drug Discovery and Development
  • Precision Medicine
  • Genomics and Proteomics
  • Medical Imaging and Diagnostics
  • Clinical Research and Trials

GLOBAL MACHINE LEARNING IN THE LIFE SCIENCES MARKET, BY END USER

  • Pharmaceutical and Biotechnology Companies
  • Academic and Research Institutions
  • Healthcare Providers
  • Contract Research Organizations (CROs)

GLOBAL MACHINE LEARNING IN THE LIFE SCIENCES MARKET, BY REGION

  • North America
    • The U.S.
    • Canada
  • Europe
    • Germany
    • France
    • Italy
    • Spain
    • United Kingdom
    • Russia
    • Netherlands
    • Sweden
    • Poland
    • Rest of Europe
  • Asia Pacific
    • India
    • China
    • South Korea
    • Japan
    • Australia
    • Thailand
    • Indonesia
    • Philippines
    • Rest of APAC
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Colombia
    • Rest of LATAM
  • The Middle East and Africa
    • Saudi Arabia
    • United Arab Emirates
    • Israel
    • Turkey
    • Algeria
    • Egypt
    • Rest of MEA

Table of Contents

1. Machine Learning in the Life Sciences Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Machine Learning in the Life Sciences Market Snippet by Component
    • 2.1.2. Machine Learning in the Life Sciences Market Snippet by Application
    • 2.1.3. Machine Learning in the Life Sciences Market Snippet by End User
    • 2.1.4. Machine Learning in the Life Sciences Market Snippet by Country
    • 2.1.5. Machine Learning in the Life Sciences Market Snippet by Region
  • 2.2. Competitive Insights

3. Machine Learning in the Life Sciences Key Market Trends

  • 3.1. Machine Learning in the Life Sciences Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Machine Learning in the Life Sciences Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Machine Learning in the Life Sciences Market Opportunities
  • 3.4. Machine Learning in the Life Sciences Market Future Trends

4. Machine Learning in the Life Sciences Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Machine Learning in the Life Sciences Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. Machine Learning in the Life Sciences Market Landscape

  • 6.1. Machine Learning in the Life Sciences Market Share Analysis, 2022
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Machine Learning in the Life Sciences Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2022 & 2030 (%)
    • 7.1.2. Software
    • 7.1.3. Services

8. Machine Learning in the Life Sciences Market - By Application

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Application, 2022 & 2030 (%)
    • 8.1.2. Drug Discovery and Development
    • 8.1.3. Precision Medicine
    • 8.1.4. Genomics and Proteomics
    • 8.1.5. Medical Imaging and Diagnostics
    • 8.1.6. Clinical Research and Trials

9. Machine Learning in the Life Sciences Market - By End User

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By End User, 2022 & 2030 (%)
    • 9.1.2. Pharmaceutical and Biotechnology Companies
    • 9.1.3. Academic and Research Institutions
    • 9.1.4. Healthcare Providers
    • 9.1.5. Contract Research Organizations (CROs)

10. Machine Learning in the Life Sciences Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2022 & 2030 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. Machine Learning in the Life Sciences Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.2.4. North America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.2.5. North America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.2.6. North America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.7.3. U.S. Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.2.7.4. U.S. Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.2.7.5. U.S. Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.2.8.3. Canada Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.2.8.4. Canada Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.2.8.5. Canada Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. Machine Learning in the Life Sciences Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.3.4. Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.3.5. Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.3.6. Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.7.3. Germany Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.7.4. Germany Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.7.5. Germany Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.8. Italy
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.8.3. Italy Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.8.4. Italy Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.8.5. Italy Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.9. United Kingdom
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.9.3. United Kingdom Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.9.4. United Kingdom Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.9.5. United Kingdom Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.10. France
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.10.3. France Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.10.4. France Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.10.5. France Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.11. Russia
      • 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.11.2. Russia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.11.3. Russia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.11.4. Russia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.12. Netherlands
      • 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.12.2. Netherlands Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.12.3. Netherlands Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.12.4. Netherlands Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.13. Sweden
      • 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.13.2. Sweden Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.13.3. Sweden Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.13.4. Sweden Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.14. Poland
      • 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.14.2. Poland Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.14.3. Poland Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.14.4. Poland Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.3.15. Rest of Europe
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.3.15.3. Rest of the Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.3.15.4. Rest of the Europe Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.3.15.5. Rest of the Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. Machine Learning in the Life Sciences Key Manufacturers in Asia Pacific
    • 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.4.4. Asia Pacific Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.4.5. Asia Pacific Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.4.6. Asia Pacific Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.7. India
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.7.3. India Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.7.4. India Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.7.5. India Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.8. China
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.8.3. China Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.8.4. China Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.8.5. China Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.9.3. Japan Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.9.4. Japan Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.9.5. Japan Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.10.3. South Korea Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.10.4. South Korea Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.10.5. South Korea Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.11.3. Australia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.11.4. Australia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.11.5. Australia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.12. Thailand
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.12.3. Thailand Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.12.4. Thailand Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.12.5. Thailand Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.13. Indonesia
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.13.3. Indonesia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.13.4. Indonesia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.13.5. Indonesia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.14.3. Philippines Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.14.4. Philippines Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.14.5. Philippines Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.4.15. Rest of APAC
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.4.15.3. Rest of APAC Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.4.15.4. Rest of APAC Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.4.15.5. Rest of APAC Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.5. Latin America
    • 10.5.1. Overview
    • 10.5.2. Machine Learning in the Life Sciences Key Manufacturers in Latin America
    • 10.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.5.4. Latin America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.5.5. Latin America Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.5.6. Latin America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.7.3. Brazil Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.7.4. Brazil Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.7.5. Brazil Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.8.3. Mexico Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.8.4. Mexico Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.8.5. Mexico Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.9.3. Argentina Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.9.4. Argentina Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.9.5. Argentina Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.10.3. Colombia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.10.4. Colombia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.10.5. Colombia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 10.6. Middle East and Africa
    • 10.6.1. Overview
    • 10.6.2. Machine Learning in the Life Sciences Key Manufacturers in Middle East and Africa
    • 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 10.6.4. Middle East and Africa Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
    • 10.6.5. Middle East and Africa Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
    • 10.6.6. Middle East and Africa Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.8. United Arab Emirates
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.8.3. United Arab Emirates Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.8.4. United Arab Emirates Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.8.5. United Arab Emirates Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.9.3. Israel Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.9.4. Israel Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.9.5. Israel Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.10.3. Turkey Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.10.4. Turkey Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.10.5. Turkey Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.11.3. Algeria Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.11.4. Algeria Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.11.5. Algeria Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.12.3. Egypt Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.12.4. Egypt Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.12.5. Egypt Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 10.6.13. Rest of MEA
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 10.6.13.3. Rest of MEA Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
      • 10.6.13.4. Rest of MEA Market Size and Forecast, By Application, 2018 - 2030 (US$ Million)
      • 10.6.13.5. Rest of MEA Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)

11. Key Vendor Analysis- Machine Learning in the Life Sciences Industry

  • 11.1. Competitive Dashboard
  • 11.2. Company Profiles
    • 11.2.1. Atomwise Inc
    • 11.2.2. Insilico Medicine Inc.
    • 11.2.3. IBM Corporation
    • 11.2.4. AiCure LLC
    • 11.2.5. Nuance Communications Inc.
    • 11.2.6. Sensely Inc.
    • 11.2.7. Sophia Genetics SA
    • 11.2.8. NuMedii Inc.
    • 11.2.9. Enlitic Inc.
    • 11.2.10. Apixio Inc.
    • 11.2.11. Zebra Medical Vision
    • 11.2.12. twoXAR Inc.

12. 360 Degree Analyst View

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Machine Learning in the Life Sciences Market: Component Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Component
  • TABLE Global Machine Learning in the Life Sciences Market, by Component 2018-2030 (USD Million)
  • TABLE Machine Learning in the Life Sciences Market: Application Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Machine Learning in the Life Sciences Market, by Application 2018-2030 (USD Million)
  • TABLE Machine Learning in the Life Sciences Market: End User Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global Machine Learning in the Life Sciences Market, by End User 2018-2030 (USD Million)
  • TABLE Machine Learning in the Life Sciences Market: Regional snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Machine Learning in the Life Sciences Market, by Region 2018-2030 (USD Million)
  • TABLE North America Machine Learning in the Life Sciences Market, by Country, 2018-2030 (USD Million)
  • TABLE North America Machine Learning in the Life Sciences Market, by Component, 2018-2030 (USD Million)
  • TABLE North America Machine Learning in the Life Sciences Market, by Application, 2018-2030 (USD Million)
  • TABLE North America Machine Learning in the Life Sciences Market, by End User, 2018-2030 (USD Million)
  • TABLE Europe Machine Learning in the Life Sciences Market, by Country, 2018-2030 (USD Million)
  • TABLE Europe Machine Learning in the Life Sciences Market, by Component, 2018-2030 (USD Million)
  • TABLE Europe Machine Learning in the Life Sciences Market, by Application, 2018-2030 (USD Million)
  • TABLE Europe Machine Learning in the Life Sciences Market, by End User, 2018-2030 (USD Million)
  • TABLE Asia Pacific Machine Learning in the Life Sciences Market, by Country, 2018-2030 (USD Million)
  • TABLE Asia Pacific Machine Learning in the Life Sciences Market, by Component, 2018-2030 (USD Million)
  • TABLE Asia Pacific Machine Learning in the Life Sciences Market, by Application, 2018-2030 (USD Million)
  • TABLE Asia Pacific Machine Learning in the Life Sciences Market, by End User, 2018-2030 (USD Million)
  • TABLE Latin America Machine Learning in the Life Sciences Market, by Country, 2018-2030 (USD Million)
  • TABLE Latin America Machine Learning in the Life Sciences Market, by Component, 2018-2030 (USD Million)
  • TABLE Latin America Machine Learning in the Life Sciences Market, by Application, 2018-2030 (USD Million)
  • TABLE Latin America Machine Learning in the Life Sciences Market, by End User, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Machine Learning in the Life Sciences Market, by Country, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Machine Learning in the Life Sciences Market, by Component, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Machine Learning in the Life Sciences Market, by Application, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Machine Learning in the Life Sciences Market, by End User, 2018-2030 (USD Million)

List of Figures

  • FIGURE Machine Learning in the Life Sciences Market Segmentation
  • FIGURE Market research Applicationology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2022
  • FIGURE Component segment market share analysis, 2022 & 2030
  • FIGURE Component segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Application segment market share analysis, 2022 & 2030
  • FIGURE Application segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE End User segment market share analysis, 2022 & 2030
  • FIGURE End User segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Regional segment market share analysis, 2022 & 2030
  • FIGURE Regional segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE North America Machine Learning in the Life Sciences Market share and leading players, 2022
  • FIGURE Europe Machine Learning in the Life Sciences Market share and leading players, 2022
  • FIGURE Asia Pacific Machine Learning in the Life Sciences Market share and leading players, 2022
  • FIGURE Latin America Machine Learning in the Life Sciences Market share and leading players, 2022
  • FIGURE Middle East and Africa Machine Learning in the Life Sciences Market share and leading players, 2022
  • FIGURE North America market share analysis by country, 2022
  • FIGURE U.S. Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Canada Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Europe Machine Learning in the Life Sciences Market share analysis by country, 2022
  • FIGURE Germany Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Spain Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Italy Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE France Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE UK Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Russia Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Netherlands Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Sweden Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Poland Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of the Europe Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Asia Pacific Machine Learning in the Life Sciences Market share analysis by country, 2022
  • FIGURE India Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE China Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Japan Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE South Korea Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Australia Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Thailand Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Indonesia Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Phillipines Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of APAC Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America Machine Learning in the Life Sciences Market share analysis by country, 2022
  • FIGURE Brazil Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Mexico Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Argentina Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Colombia Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of LATAM Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa Machine Learning in the Life Sciences Market share analysis by country, 2022
  • FIGURE Saudi Arabia Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE United Arab Emirates Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Israel Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Turkey Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Algeria Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Egypt Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of MEA Machine Learning in the Life Sciences Market size, forecast and trend analysis, 2018 to 2030 (USD Million)