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生命科学市场中的人工智慧：2023-2028 年全球产业趋势、份额、规模、成长、机会和预测

Artificial Intelligence In Life Sciences Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028

出版日期: 2023年10月15日 | 出版商:

IMARC | 英文 143 Pages | 商品交期: 2-3个工作天内

价格

简介目录图表

抽象的

市场概况：

2022年，全球生命科学人工智慧市场规模达到19亿美元。展望未来，IMARC集团预计到2028年市场规模将达到82亿美元，2023-2028年复合年增长率（CAGR）为25.7%。

人工智慧 (AI) 是一种高度数据驱动的技术，用于生命科学中收集、分析和管理患者资料。它通常用于医学诊断、临床试验、药物发现、生物技术、患者监测、精准医疗和个人化医疗。它也用于生产个人化治疗、配製药物、诊断疾病以及引入疗法和机器人手术。生命科学中的人工智慧有助于重塑商业模式，增强认知分子研究和工作流程，并简化生物製药製造。它还可以节省宝贵的时间、提高效率、降低整体成本、增强客户体验并消除人为错误。

生命科学市场趋势中的人工智慧：

目前，癌症等复杂疾病盛行率的上升是推动市场成长的关键因素之一。生命科学领域的人工智慧被广泛应用于为患者设计具有特定分子标靶的有效药物组合。此外，全球临床试验数量的不断增加导致公共领域可用的大量资料激增。这反过来又为市场成长创造了有利可图的机会。除此之外，引入可靠且先进的云端运算基础设施可以轻鬆管理、共享和储存资料，并帮助根据要求改善组织运营，这为市场提供了推动力。此外，分析和解释大量结构化和非结构化临床资料的需求不断增长，这是另一个成长诱导因素。除此之外，广泛的研发（R＆D）活动、机器人手术利用率的提高以及政府为推进医疗基础设施而实施的各种倡议预计将推动市场在预测期内实现成长。

本报告回答的关键问题：

迄今为止，全球人工智慧在生命科学市场的表现如何，未来几年又将如何表现？
COVID-19 对全球生命科学市场人工智慧有何影响？
主要区域市场有哪些？
根据发行情况，市场的细分情况如何？
基于部署的市场区隔是什么？
基于应用程式的市场区隔是什么？
产业价值链的各个阶段是什么？
该行业的关键驱动因素和挑战是什么？
全球人工智慧在生命科学市场的结构如何？谁是关键参与者？
产业竞争程度如何？

北美洲
- 美国
  - 市场走向
  - 市场预测
- 加拿大
  - 市场走向
  - 市场预测
亚太
- 中国
  - 市场走向
  - 市场预测
- 日本
  - 市场走向
  - 市场预测
- 印度
  - 市场走向
  - 市场预测
- 韩国
  - 市场走向
  - 市场预测
- 澳洲
  - 市场走向
  - 市场预测
- 印尼
  - 市场走向
  - 市场预测
- 其他的
  - 市场走向
  - 市场预测
欧洲
- 德国
  - 市场走向
  - 市场预测
- 法国
  - 市场走向
  - 市场预测
- 英国
  - 市场走向
  - 市场预测
- 义大利
  - 市场走向
  - 市场预测
- 西班牙
  - 市场走向
  - 市场预测
- 俄罗斯
  - 市场走向
  - 市场预测
- 其他的
  - 市场走向
  - 市场预测
拉丁美洲
- 巴西
  - 市场走向
  - 市场预测
- 墨西哥
  - 市场走向
  - 市场预测
- 其他的
  - 市场走向
  - 市场预测
中东和非洲
- 市场走向
- 按国家/地区分類的市场细分
- 市场预测

第 10 章：SWOT 分析

概述
优势
弱点
机会
威胁

第 11 章：价值链分析

第 12 章：波特五力分析

概述
买家的议价能力
供应商的议价能力
竞争程度
新进入者的威胁
替代品的威胁

第 13 章：价格分析

第14章：竞争格局

市场结构
关键参与者
关键参与者简介
- AiCure LLC
- Apixio Inc. (Centene Corporation)
- Atomwise Inc
- Enlitic Inc.
- International Business Machines Corporation
- Insilico Medicine Inc.
- Nuance Communications Inc.
- NuMedii Inc.
- Sensely Inc.
- Sophia Genetics SA

简介目录图表

Product Code: SR112023A6080

Abstract

Market Overview:

The global artificial intelligence in life sciences market size reached US$ 1.9 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 8.2 Billion by 2028, exhibiting a growth rate (CAGR) of 25.7% during 2023-2028..

Artificial intelligence (AI) is a highly data-driven technology that is used in life sciences to collect, analyze, and manage data of patients. It is commonly employed for medical diagnosis, clinical trials, drug discovery, biotechnology, patient monitoring, precision, and personalized medicine. It is also utilized for producing personalized treatments, formulating drugs, diagnosing diseases, and introducing therapies and robotic surgeries. AI in life sciences helps reshape business models, enhance cognitive molecule research and workflow, and streamline biopharmaceutical manufacturing. It also saves valuable time, improves efficiency, reduces overall costs, enhances customer experience, and eliminates human error.

Artificial Intelligence In Life Sciences Market Trends:

At present, the rising prevalence of complex diseases, such as cancer, represents one of the key factors impelling the market growth. AI in life sciences is widely used to design effective drug combinations with specific molecular targets for patients. Additionally, the growing number of clinical trials across the globe is resulting in the surging production of colossal amounts of data available in the public domain. This, in turn, is creating lucrative opportunities for the market growth. Apart from this, the introduction of reliable and advanced cloud computing infrastructure that can easily manage, share, and store data and help improve organizational operations as per the requirements are providing a boost to the market. Moreover, the growing need to analyze and interpret large volumes of structured and unstructured clinical data is acting as another growth-inducing factor. Apart from this, extensive research and development (R&D) activities, rising utilization of robotics surgeries, and the implementation of various government initiatives to advance the medical infrastructure are anticipated to drive the market toward growth in the forecasted period.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global artificial intelligence in life sciences market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on offering, deployment and application.

Breakup by Offering:

Software

Hardware

Services

Breakup by Deployment:

On-premises

Cloud-based

Breakup by Application:

Drug Discovery

Medical Diagnosis

Biotechnology

Clinical Trails

Precision and Personalized Medicine

Patient Monitoring

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being AiCure LLC, Apixio Inc. (Centene Corporation), Atomwise Inc, Enlitic Inc., International Business Machines Corporation, Insilico Medicine Inc., Nuance Communications Inc., NuMedii Inc., Sensely Inc. and Sophia Genetics SA.

Key Questions Answered in This Report:

How has the global artificial intelligence in life sciences market performed so far and how will it perform in the coming years?
What has been the impact of COVID-19 on the global artificial intelligence in life sciences market?
What are the key regional markets?
What is the breakup of the market based on the offering?
What is the breakup of the market based on the deployment?
What is the breakup of the market based on the application?
What are the various stages in the value chain of the industry?
What are the key driving factors and challenges in the industry?
What is the structure of the global artificial intelligence in life sciences market and who are the key players?
What is the degree of competition in the industry?

1 Preface

2 Scope and Methodology

2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
- 2.3.1 Primary Sources
- 2.3.2 Secondary Sources
2.4 Market Estimation
- 2.4.1 Bottom-Up Approach
- 2.4.2 Top-Down Approach
2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

4.1 Overview
4.2 Key Industry Trends

5 Global Artificial Intelligence In Life Sciences Market

5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast

6 Market Breakup by Offering

6.1 Software
- 6.1.1 Market Trends
- 6.1.2 Market Forecast
6.2 Hardware
- 6.2.1 Market Trends
- 6.2.2 Market Forecast
6.3 Services
- 6.3.1 Market Trends
- 6.3.2 Market Forecast

7 Market Breakup by Deployment

7.1 On-premises
- 7.1.1 Market Trends
- 7.1.2 Market Forecast
7.2 Cloud-based
- 7.2.1 Market Trends
- 7.2.2 Market Forecast

8 Market Breakup by Application

8.1 Drug Discovery
- 8.1.1 Market Trends
- 8.1.2 Market Forecast
8.2 Medical Diagnosis
- 8.2.1 Market Trends
- 8.2.2 Market Forecast
8.3 Biotechnology
- 8.3.1 Market Trends
- 8.3.2 Market Forecast
8.4 Clinical Trails
- 8.4.1 Market Trends
- 8.4.2 Market Forecast
8.5 Precision and Personalized Medicine
- 8.5.1 Market Trends
- 8.5.2 Market Forecast
8.6 Patient Monitoring
- 8.6.1 Market Trends
- 8.6.2 Market Forecast

9 Market Breakup by Region

9.1 North America
- 9.1.1 United States
  - 9.1.1.1 Market Trends
  - 9.1.1.2 Market Forecast
- 9.1.2 Canada
  - 9.1.2.1 Market Trends
  - 9.1.2.2 Market Forecast
9.2 Asia-Pacific
- 9.2.1 China
  - 9.2.1.1 Market Trends
  - 9.2.1.2 Market Forecast
- 9.2.2 Japan
  - 9.2.2.1 Market Trends
  - 9.2.2.2 Market Forecast
- 9.2.3 India
  - 9.2.3.1 Market Trends
  - 9.2.3.2 Market Forecast
- 9.2.4 South Korea
  - 9.2.4.1 Market Trends
  - 9.2.4.2 Market Forecast
- 9.2.5 Australia
  - 9.2.5.1 Market Trends
  - 9.2.5.2 Market Forecast
- 9.2.6 Indonesia
  - 9.2.6.1 Market Trends
  - 9.2.6.2 Market Forecast
- 9.2.7 Others
  - 9.2.7.1 Market Trends
  - 9.2.7.2 Market Forecast
9.3 Europe
- 9.3.1 Germany
  - 9.3.1.1 Market Trends
  - 9.3.1.2 Market Forecast
- 9.3.2 France
  - 9.3.2.1 Market Trends
  - 9.3.2.2 Market Forecast
- 9.3.3 United Kingdom
  - 9.3.3.1 Market Trends
  - 9.3.3.2 Market Forecast
- 9.3.4 Italy
  - 9.3.4.1 Market Trends
  - 9.3.4.2 Market Forecast
- 9.3.5 Spain
  - 9.3.5.1 Market Trends
  - 9.3.5.2 Market Forecast
- 9.3.6 Russia
  - 9.3.6.1 Market Trends
  - 9.3.6.2 Market Forecast
- 9.3.7 Others
  - 9.3.7.1 Market Trends
  - 9.3.7.2 Market Forecast
9.4 Latin America
- 9.4.1 Brazil
  - 9.4.1.1 Market Trends
  - 9.4.1.2 Market Forecast
- 9.4.2 Mexico
  - 9.4.2.1 Market Trends
  - 9.4.2.2 Market Forecast
- 9.4.3 Others
  - 9.4.3.1 Market Trends
  - 9.4.3.2 Market Forecast
9.5 Middle East and Africa
- 9.5.1 Market Trends
- 9.5.2 Market Breakup by Country
- 9.5.3 Market Forecast

10 SWOT Analysis

10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats

11 Value Chain Analysis

12 Porters Five Forces Analysis

12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes

13 Price Analysis

14 Competitive Landscape

14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
- 14.3.1 AiCure LLC
  - 14.3.1.1 Company Overview
  - 14.3.1.2 Product Portfolio
- 14.3.2 Apixio Inc. (Centene Corporation)
  - 14.3.2.1 Company Overview
  - 14.3.2.2 Product Portfolio
- 14.3.3 Atomwise Inc
  - 14.3.3.1 Company Overview
  - 14.3.3.2 Product Portfolio
- 14.3.4 Enlitic Inc.
  - 14.3.4.1 Company Overview
  - 14.3.4.2 Product Portfolio
- 14.3.5 International Business Machines Corporation
  - 14.3.5.1 Company Overview
  - 14.3.5.2 Product Portfolio
  - 14.3.5.3 Financials
  - 14.3.5.4 SWOT Analysis
- 14.3.6 Insilico Medicine Inc.
  - 14.3.6.1 Company Overview
  - 14.3.6.2 Product Portfolio
- 14.3.7 Nuance Communications Inc.
  - 14.3.7.1 Company Overview
  - 14.3.7.2 Product Portfolio
  - 14.3.7.3 SWOT Analysis
- 14.3.8 NuMedii Inc.
  - 14.3.8.1 Company Overview
  - 14.3.8.2 Product Portfolio
- 14.3.9 Sensely Inc.
  - 14.3.9.1 Company Overview
  - 14.3.9.2 Product Portfolio
- 14.3.10 Sophia Genetics SA
  - 14.3.10.1 Company Overview
  - 14.3.10.2 Product Portfolio
  - 14.3.10.3 Financials

简介目录图表

List of Figures

Figure 1: Global: Artificial Intelligence In Life Sciences Market: Major Drivers and Challenges
Figure 2: Global: Artificial Intelligence In Life Sciences Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: Artificial Intelligence In Life Sciences Market: Breakup by Offering (in %), 2022
Figure 5: Global: Artificial Intelligence In Life Sciences Market: Breakup by Deployment (in %), 2022
Figure 6: Global: Artificial Intelligence In Life Sciences Market: Breakup by Application (in %), 2022
Figure 7: Global: Artificial Intelligence In Life Sciences Market: Breakup by Region (in %), 2022
Figure 8: Global: Artificial Intelligence In Life Sciences (Software) Market: Sales Value (in Million US$), 2017 & 2022
Figure 9: Global: Artificial Intelligence In Life Sciences (Software) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 10: Global: Artificial Intelligence In Life Sciences (Hardware) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: Artificial Intelligence In Life Sciences (Hardware) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: Artificial Intelligence In Life Sciences (Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: Artificial Intelligence In Life Sciences (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: Artificial Intelligence In Life Sciences (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: Artificial Intelligence In Life Sciences (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: Artificial Intelligence In Life Sciences (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: Artificial Intelligence In Life Sciences (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: Artificial Intelligence In Life Sciences (Drug Discovery) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: Artificial Intelligence In Life Sciences (Drug Discovery) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: Artificial Intelligence In Life Sciences (Medical Diagnosis) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: Artificial Intelligence In Life Sciences (Medical Diagnosis) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: Artificial Intelligence In Life Sciences (Biotechnology) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: Artificial Intelligence In Life Sciences (Biotechnology) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: Artificial Intelligence In Life Sciences (Clinical Trails) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: Artificial Intelligence In Life Sciences (Clinical Trails) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: Artificial Intelligence In Life Sciences (Precision and Personalized Medicine) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: Artificial Intelligence In Life Sciences (Precision and Personalized Medicine) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: Global: Artificial Intelligence In Life Sciences (Patient Monitoring) Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: Global: Artificial Intelligence In Life Sciences (Patient Monitoring) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: North America: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: North America: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: United States: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: United States: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: Canada: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: Canada: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: Asia-Pacific: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: Asia-Pacific: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: China: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: China: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: Japan: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: Japan: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: India: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: India: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: South Korea: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: South Korea: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: Australia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: Australia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: Indonesia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: Indonesia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Europe: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Europe: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: Germany: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: Germany: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: France: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: France: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: United Kingdom: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: United Kingdom: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: Italy: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: Italy: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: Spain: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: Spain: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Russia: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Russia: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Latin America: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Latin America: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Brazil: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Brazil: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: Mexico: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: Mexico: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: Others: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: Others: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 76: Middle East and Africa: Artificial Intelligence In Life Sciences Market: Sales Value (in Million US$), 2017 & 2022
Figure 77: Middle East and Africa: Artificial Intelligence In Life Sciences Market: Breakup by Country (in %), 2022
Figure 78: Middle East and Africa: Artificial Intelligence In Life Sciences Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 79: Global: Artificial Intelligence In Life Sciences Industry: SWOT Analysis
Figure 80: Global: Artificial Intelligence In Life Sciences Industry: Value Chain Analysis
Figure 81: Global: Artificial Intelligence In Life Sciences Industry: Porter's Five Forces Analysis

List of Tables

Table 1: Global: Artificial Intelligence In Life Sciences Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Offering (in Million US$), 2023-2028
Table 3: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Deployment (in Million US$), 2023-2028
Table 4: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: Artificial Intelligence In Life Sciences Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 6: Global: Artificial Intelligence In Life Sciences Market: Competitive Structure

Table 7 Global: Artificial Intelligence In Life Sciences Market: Key Players

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