医疗保健市场中的人工智能 (AI) 基于(关键区域、市场参与者、规模和份额)- 预测至 2031 年

  • Report Code : TIPRE00019843
  • Category : Healthcare IT
  • Status : Data Released
  • No. of Pages : 150
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2031 年医疗保健领域人工智能 (AI) 市场预测和趋势预计到 2031 年,医疗保健领域人工智能 (AI) 市场规模将从 2023 年的 256.4 亿美元增至 5197.3 亿美元。预计 2023 年至 2031 年期间,市场复合年增长率将达到 53.4%。

在预测期内,人工智能 (AI) 驱动的自主服务机器人、人形机器人、实时疾病监测、传播趋势分析和可视化、感染率和感染趋势估计以及快速决策以确定有效治疗方法可能仍是医疗保健领域人工智能 (AI) 市场的主要趋势。

医疗保健市场中的人工智能 (AI) 分析

大量复杂的医疗保健数据集不断涌入,推动了医疗保健 市场中的人工智能 (AI) 的发展。此外,通过最小化硬件成本,同时降低医疗保健成本和提高计算能力的需求也日益增加。此外,政府不断推出举措,并合作推动人工智能在医疗保健领域的实施,市场参与者不断增加并购和投资组合扩张,这些举措也推动了市场的发展。医护人员和患者之间存在不平衡。人工智能恢复了这种平衡,推动了医疗保健 市场中的人工智能 (AI) 的增长。精准医疗和临床试验流程的日益普及需要人工智能,从而进一步推动了市场的发展。增加对该领域研发的资金投入,有助于医疗保健 市场中的人工智能 (AI) 的增长。

医疗保健市场中的人工智能 (AI) 概述

人工智能在医疗保健领域有多种应用。它允许医生检索信息、解释扫描期间捕获的图像并制定治疗计划。除了临床方面,AI还有利于研究活动。在公共卫生、创新、研究和技术进步的支持下,医学的进步显着降低了发病率和死亡率。医疗保健行业正在通过利用人工智能来提高生产力,同时减轻医疗保健专业人员的巨大负担,从而实现重大发展。政府和私人组织将人工智能纳入其研究工作中,以加速发展。

战略洞察

医疗保健市场驱动因素和机遇中的人工智能 (AI)

增加跨行业伙伴关系和协作

跨行业伙伴关系导致引入新的机器学习 (ML) 模型,这些模型可以预测风险并提供认知帮助。 这些合作是企业与社会关系中最具活力的实践之一,连接着公共、私营和非营利组织等各个领域。2023 年 10 月,西门子和微软合作推动人工智能在各个行业的应用。两家公司推出了西门子工业副驾驶,这是一款联合开发的人工智能助手,旨在改善制造业的人机协作。此外,西门子 Teamcenter 产品生命周期管理软件和 Microsoft Teams 的集成将为工业元宇宙的进一步发展铺平道路。2023 年 1 月,阿斯利康与 Qure.ai 合作,后者是一家开发用于解释放射图像的深度学习算法的开发商。此次合作将特别关注克服限制获取诊断工具的障碍,支持肺癌的早期发现,降低死亡率,改善患者治疗效果,特别是在中低收入国家。

新兴经济体的潜力不断上升

在医疗技术、医疗专业人员和资源有限的发展中国家,人工智能应用的影响可能会为解决当前的主要挑战提供一条颠覆性的道路。例如,印度理工学院 (IIT) 德里分校的研究人员开发了一种人工智能驱动的系统,使用胸部 X 光诊断结核病 (TB)。该系统可以在不到一分钟的时间内分析 X 光片是否有结核病的迹象,使其成为诊断偏远地区结核病的宝贵工具,因为这些地区的医疗保健专业人员可能有限。在巴西,大多数城市都缺少皮肤科医生,即使是在大城市的郊区也是如此。顶级医院正在通过提供由人工智能筛查工具支持的远程皮肤病学服务来缩小获取差距。此外,使用人工智能技术可以降低医疗费用,使发展中国家的人们能够负担得起。

医疗保健领域的人工智能 (AI) 市场报告细分分析

有助于得出医疗保健领域的人工智能 (AI)市场分析的关键细分市场是组件、应用程序和最终用户。

  • 基于组件,医疗保健领域的人工智能 (AI)市场细分为软件解决方案、硬件和服务。软件解决方案部分在 2023 年占据了最大的市场份额。
  • 按应用,市场细分为机器人辅助手术、虚拟助手、行政工作流程助手、联网机器、诊断、临床试验、欺诈检测、网络安全、剂量错误减少等。机器人辅助手术部分在 2023 年占据了最大的市场份额。
  • 就最终用户而言, 市场细分为医院和医疗保健提供者、患者、制药和生物技术公司、医疗保健付款人等。医院和医疗保健提供者医疗保健提供商细分市场在 2023 年占据了市场主导地位。

按地区划分的医疗保健人工智能 (AI) 市场份额分析

医疗保健人工智能 (AI) 市场报告的地理范围主要分为五个地区:北美、亚太地区、欧洲、中东和非洲以及南美洲和中美洲。

北美在医疗保健人工智能 (AI) 市场中占据主导地位。北美市场的增长归因于医疗保健领域不断发展的数字基础设施、成熟的医疗保健行业以及患者对 AI 益处的认识不断提高。随着各种关键参与者进入市场,北美医疗保健人工智能 (AI) 市场也可能得到刺激。此外,在医疗保健运营中采用数字工具来提高质量和降低成本,有助于北美在医疗保健人工智能 (AI) 市场中占据主导地位。预计亚太地区未来几年的复合年增长率最高。

医疗保健市场中的人工智能 (AI) 报告范围

医疗保健市场中的人工智能 (AI) 新闻和最新发展

通过收集一级和二级研究后的定性和定量数据来评估医疗保健市场中的人工智能 (AI),其中包括公司出版物、协会数据和数据库。下面列出了医疗保健市场中人工智能 (AI) 的一些发展:

  • 拜耳和 Google Cloud 宣布合作开发 AI 解决方案,以支持放射科医生并最终更好地服务患者。作为合作的一部分,拜耳将开发其创新平台,以加速开发和部署 AI 驱动的医疗保健应用程序,并明确关注放射学,使用 Google Cloud 的技术,包括其生成式 AI (gen AI) 工具。此次合作旨在帮助组织克服诸多挑战,利用领先的数据安全功能构建可扩展且合规的 AI 驱动医学成像软件产品,并加速开发可能具有突破性和影响力的解决方案,最终使患者受益。(来源:Google Cloud,新闻稿,2024 年)
  • OM1 推出了 PhenOM,这是一个 AI 驱动的个性化医疗平台。PhenOM 使用 OM1 的纵向健康史数据集进行校准,使用 AI 识别与病情和结果相关的独特数字表型,并比较患者的记录以突出风险和机会。PhenOM 为整个医疗生态系统提供大规模个性化医疗洞察,从生命科学研究到临床决策。(来源:OM1,新闻稿,2023 年)
  • 为应对 AI 的快速发展以及在健康和医学领域明确其负责任使用的迫切需求,斯坦福医学院和斯坦福以人为本人工智能研究所 (HAI) 宣布推出 RAISE-Health(负责任的 AI,实现安全和公平的健康)。这项开创性的计划旨在解决围绕 AI 创新的关键伦理和安全问题,并帮助其他人驾驭这个复杂且不断发展的领域。(来源:斯坦福医学,简报,2023 年)
  • Google Cloud 宣布了两款新的 AI 驱动的生命科学解决方案,以促进制药公司、生物技术公司和公共部门组织的药物发现和精准医疗。目标和先导识别套件可在全球范围内使用,可帮助研究人员预测蛋白质的结构并识别氨基酸的功能,而多组学套件可加速基因组数据的发现和解释,帮助公司设计精准治疗方法。(来源:Google Cloud,新闻稿,2023 年)

医疗保健市场中的人工智能 (AI) 报告覆盖范围和可交付成果

“医疗保健中的人工智能 (AI)市场规模和预测(2021 年和 2031 年)”报告对市场进行了详细的分析,涵盖以下领域:

  • 医疗保健领域人工智能 (AI) 的市场规模以及全球、区域和国家/地区范围内所有关键细分市场的预测
  • 医疗保健领域人工智能 (AI) 的市场趋势以及市场动态,如驱动因素、限制因素和关键机遇
  • 详细的 PEST/Porter 五力和 SWOT 分析
  • 医疗保健领域人工智能 (AI) 的市场分析涵盖关键市场趋势、全球和区域框架、主要参与者、法规和最新市场发展
  • 行业格局和竞争分析涵盖市场集中度、热图分析、知名参与者和医疗保健领域人工智能 (AI) 市场的最新发展
  • 详细的公司简介
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
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Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

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The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

  • Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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