欧洲生物信息学人工智能市场，按产品（软件、服务和其他）、类型（机器学习、深度学习和其他）、产品和服务（知识管理工具、生物信息学平台和生物信息学服务）、应用（基因组学、微阵列、系统生物学、文本挖掘、化学信息学和药物设计、蛋白质组学、转录组学、DNA 测序、代谢组学和其他）、部门（医学生物技术、动物生物技术、植物生物技术、环境生物技术、法医生物技术和其他）划分 - 行业趋势和预测到 2029 年。
欧洲生物信息学人工智能市场分析及规模
基因测序成本的降低增强了市场的需求。为提供更好的医疗服务而增加的医疗支出也归因于市场的增长。在这一关键时期，主要市场参与者高度关注各种服务的推出和服务批准。此外，对生物信息学的需求不断增长以及公共和私营部门对生物信息学的资金增加也促进了市场需求的增长。
由于市场参与者的增加和先进服务的可用性，欧洲生物信息学人工智能市场在预测年内将不断增长。与此同时，制造商正致力于研发活动，以在市场上推出新服务。生物信息学技术的不断进步进一步推动了市场的增长。然而，生物信息学仪器的高成本和网络安全问题可能会阻碍预测期内欧洲生物信息学人工智能市场的增长。
Data Bridge Market Research 分析称，到 2029 年，生物信息学中的人工智能市场价值预计将达到 110.2314 亿美元，预测期内的复合年增长率为 43.0%。由于手持式人工智能在生物信息学中的商业化应用技术途径的快速发展，“服务”占据了生物信息学中人工智能市场最大的技术领域。生物信息学中的人工智能市场报告还深入介绍了定价分析、专利分析和技术进步。
|
报告指标 |
细节 |
|
预测期 |
2022 至 2029 年 |
|
基准年 |
2021 |
|
历史年份 |
2020 (可定制为 2019-2014) |
|
定量单位 |
收入（百万美元），定价（美元） |
|
涵盖的领域 |
按产品（软件、服务和其他）、类型（机器学习、深度学习和其他）、产品和服务（知识管理工具、生物信息学平台和生物信息学服务）、应用（基因组学、微阵列、系统生物学、文本挖掘、化学信息学和药物设计、蛋白质组学、转录组学、DNA 测序、代谢组学和其他）、部门（医学生物技术、动物生物技术、植物生物技术、环境生物技术、法医生物技术和其他） |
|
覆盖国家 |
英国、德国、法国、西班牙、意大利、荷兰、瑞士、俄罗斯、比利时、土耳其、欧洲其他地区 |
|
涵盖的市场参与者 |
JADBio & Gnosis Data Analysis、Fios Genomics、SOPHiA GENETICS、Biomax Informatics Inc.、Ardigen（母公司 Selvita Group）、Source BioScience、QIAGEN、NeoGenomics Laboratories、Eurofins Scientific、Illumina, Inc.、Thermo Fisher Scientific, Inc.、Insilico Medicine、Dassault Systèmes、SomaLogic Operating Co., Inc. 等 |
市场定义
生物信息学是一门与生物分子序列分析有关的分支学科。它通常指基因、DNA、RNA 或蛋白质，尤其适用于比较生物体内或生物体之间的基因和蛋白质中的其他序列以及生物体中的其他序列，研究生物体之间的进化关系，以及利用 DNA 和蛋白质序列中存在的模式来弄清它们的功能。
生物信息学结合了计算机编程、大数据和分子生物学，使科学家能够理解和识别生物数据中的模式。它在研究基因组和 DNA 测序方面特别有用，因为它允许科学家组织大量数据。
从遗传学到毒理学再到真菌学和放射生物学，生物学有许多分支学科可供研究。在众多分支学科中，生物信息学是最有趣的领域之一，它能让你识别、评估、存储和检索生物信息。作为一门跨学科的研究领域，它结合了计算机科学、统计学和生物学的各种应用，开发用于理解生物数据的软件应用程序，如 DNA 测序、蛋白质分析、进化遗传学等。
在不久的将来，与生物信息学、药物研发相关的重要决策将由那些不仅了解生物学，而且还能使用生物信息学工具及其发布的知识来制定假设和确定质量目标的个人来做出。
生物信息学中的人工智能市场动态
本节旨在了解市场驱动因素、优势、机遇、限制和挑战。以下内容将详细讨论所有这些内容：
- 对生物信息学的需求不断增长
随着以基因组学为重点的药理学在治疗各种慢性疾病（尤其是癌症）方面发挥着越来越重要的作用，新一代测序 (NGS) 正在发展成为一种强大的工具，可以更深入、更准确地了解单个肿瘤和特定受体的分子基础。信息学在生物学研究中至关重要，生物学家需要学习编程、计算机程序员、数学家或数据库管理员来学习生物学的基础知识。
- 降低基因测序成本
降低基因组学和生物标志物预测成本的强烈需求促成了高通量基因组测序的诞生，这种技术通常被称为下一代测序 (NGS)。单个生物信息学循环中可同时生成数千或数百万个序列。工业 NGS 技术的大幅升级最终导致 DNA 测序每碱基成本大幅降低。因此，最近，主要测序技术已成为研究的主要主题，而样本设计优化则发挥了次要作用。
- 增加公共和私营部门对生物信息学的资助
为了改善生物信息学的工作流程，联邦机构、公众和私人机构正在提供资金，以开展生物信息学项目并资助科学家进行研究。重要的是要向潜在资助者提出明确的建议和战略，说明机构在生物信息学能力建设方面要实现的目标以及预期的产出和成果。全球许多政府机构和私人组织都在加大对生物信息学领域的投资。这些投资在很大程度上促进了生物信息学服务的数据和技术进步，进而提高了这些服务的质量。
- 仪器成本高
设备成本是影响市场的主要因素。基于人工智能的生物信息学仪器非常复杂，需要高验证和其他规格，而这些规格的增加也带来了成本的增加。基因组学仪器还配备了先进的特性和功能，因此价格较高，介于 1000 万至 2000 万美元之间。由于制药公司和研究实验室需要许多这样的系统，因此他们在采购多台基因组学仪器上的资本支出非常高。对于中小型制药公司和研究实验室来说，在多台基因组学仪器上进行如此高的投资是不可行的。因此，基于人工智能的设备的高成本预计将抑制市场的增长。
- 主要参与者的战略举措
研究质量的大幅提升和研究机会的增加得益于主要市场参与者采取的各种战略举措。多年来，他们采取了产品发布、合作、合并、收购等举措，有望引领和创造更多市场机会。
通过与新技术公司成功合作，确保行业持续增长、创新和生存，医疗保健产品供应商拥有巨大的机会。实施技术支持的医疗企业将探索新的患者护理产品模式，简化流程并更多地吸引患者。
公司发现并开发先进的生物信息学产品，这些公司正在启动新的举措并与其他主要参与者合作，以提供更可靠的结果和服务。
- 生物信息学技术的进展
生物信息学平台和仪器的尺寸和成本正在下降，使公共卫生实验室更容易采用。尽管目前基于人工智能的生物信息学需要高度专业的设备和大量熟练的人员来分析数据，但生物信息学革命不太可能已经结束。随着技术的进步，仪器和技术也需要升级，此外，生物信息学市场在各种应用方面都有巨大的升级潜力，预测期内生物信息学技术有很大的进步空间。
- 缺乏熟练的专业人员来执行基于人工智能的生物信息学技术
生物信息学是生物学中发展最快的研究领域之一，它涉及开发和使用计算工具来收集、存档、组织、分析和可视化生物数据。技术的进步使得从传统的数据分析方法达到下一代分析的水平成为可能。生物信息学技术的进步需要各种技能来处理。由于生物信息学平台是高度自动化和昂贵的机器，因此对此类机器的不当操作会损坏其零件，从而妨碍生物数据的分析和可视化。因此，它将成比例地妨碍数据处理的结果。因此，缺乏具有足够技能和知识来执行下一代测序的熟练专业人员，阻碍了市场的增长。
新冠肺炎疫情对生物信息学市场 AI 的影响
在疫情期间，北方生物信息学领域专注于生物和信息技术的结合。该行业的核心是生物数据，使用 IT 技术对其进行分析和转换。生物信息学在为许多科学研究领域提供必要支持方面一直具有巨大潜力。生物信息学可以提供的工具使科学家能够掌握更大的数据集，对其进行挖掘和分析，以发现可能导致关键发现的关键信息。近年来，遗传学和基因组一直是生物信息学的主要关注点，包括比较基因组学、DNA 微阵列和功能基因组学。
随着药物发现和开发对分析工具的需求不断增长，以及人工智能在各个领域的集成以更方便地解释数据，生物信息学市场中人工智能的增长正在加快。因此，预计市场在预测期内将大幅增长，而人工智能集成的成本和复杂性可能会阻碍市场增长。COVID-19 的干预增加了研发活动，这反过来又对市场增长产生了积极作用。
最新动态
- 2022 年 6 月，数据驱动医学领域的领导者 SOPHiA GENETICS 在维也纳举行的 ESHG 会议上宣布，其基于云的 SOPHiA DDM™ 平台（诊断应用程序的附件）支持的分析功能已获得 CE-IVD 认证。凭借此认证，SOPHiA DDM™ 平台现已准备好进行 IVD 测试，可支持欧盟和其他认可此认证的市场中所有用于诊断目的的应用程序和模块。这有助于公司扩大其在欧洲市场的影响力。
- 2021 年 12 月，JADBio 和 BioLizard 宣布合作。BioLizard 是欧洲一家敏捷的生物信息学和 AI/ML 公司，为生命科学、生物技术和制药行业的客户提供服务。JADBio 是一个强大的自动化机器学习平台，允许在生物医学和多组学数据上直观、及时和交互地创建 ML 预测模型，同时允许通过其广泛的报告和分析发现知识（生物标志物特征）。这有助于该公司扩大其在市场上的产品和服务组合。
欧洲生物信息学人工智能市场范围
欧洲生物信息学人工智能市场根据产品、类型、产品和服务、应用和行业进行细分。这些细分市场之间的增长将帮助您分析行业中的主要增长细分市场，并为用户提供有价值的市场概览和市场洞察，帮助他们做出战略决策，确定核心市场应用。
奉献
- 服务
- 软件
- 其他的
根据产品供应，欧洲生物信息学人工智能市场分为服务、软件和其他。
类型
- 机器学习
- 深度学习
- 其他的
根据类型，欧洲生物信息学人工智能市场分为机器学习、深度学习和其他。
产品和服务
- 生物信息学服务
- 生物信息学平台
- 知识管理工具
根据产品和服务，欧洲生物信息学人工智能市场细分为生物信息学服务、生物信息学平台和知识管理工具。
应用
- 基因组学
- 化学信息学与药物设计
- 蛋白质组学
- DNA 测序
- 系统生物学
- 转录组学
- 文本挖掘
- 微阵列
- 代谢组学
- 其他的
根据应用，欧洲生物信息学人工智能市场细分为基因组学、化学信息学和药物设计、蛋白质组学、DNA 测序、系统生物学、转录组学、文本挖掘、微阵列、代谢组学等。
部门
- 医学生物技术
- 动物生物技术
- 植物生物技术
- 环境生物技术
- 法医生物技术
- 其他的
根据行业划分，亚太地区生物信息学人工智能市场细分为医学生物技术、动物生物技术、植物生物技术、环境生物技术、法医生物技术等。
生物信息学中的人工智能市场区域分析/见解
对生物信息学中的人工智能市场进行了分析，并按国家、产品、类型、产品和服务、应用和上述部门提供了市场规模洞察和趋势。
欧洲生物信息学人工智能市场报告涵盖的国家包括英国、德国、法国、西班牙、意大利、荷兰、瑞士、俄罗斯、比利时、土耳其和欧洲其他地区。由于专注于生物信息学人工智能技术的初创企业不断增长，以及对生物信息学的需求不断增长及其在研发中的高应用，英国预计将在欧洲生物信息学人工智能市场中占据主导地位。
报告的国家部分还提供了影响市场当前和未来趋势的各个市场影响因素和市场监管变化。下游和上游价值链分析、技术趋势波特五力分析和案例研究等数据点是用于预测各个国家市场情景的一些指标。此外，在提供国家数据的预测分析时，还考虑了欧洲品牌的存在和可用性以及由于来自本地和国内品牌的大量或稀缺竞争而面临的挑战、国内关税的影响和贸易路线。
生物信息学中的竞争格局和人工智能市场份额分析
生物信息学中的人工智能市场竞争格局提供了竞争对手的详细信息。详细信息包括公司概况、公司财务状况、产生的收入、市场潜力、研发投资、新市场计划、欧洲业务、生产基地和设施、生产能力、公司优势和劣势、产品发布、产品宽度和广度、应用主导地位。以上提供的数据点仅与公司对生物信息学中的人工智能市场的关注有关。
生物信息学人工智能市场的一些主要参与者包括 JADBio & Gnosis Data Analysis、Fios Genomics、SOPHiA GENETICS、Biomax Informatics Inc.、Ardigen（母公司 Selvita Group）、Source BioScience、QIAGEN、NeoGenomics Laboratories、Eurofins Scientific、Illumina, Inc.、Thermo Fisher Scientific, Inc.、Insilico Medicine、Dassault Systèmes、SomaLogic Operating Co., Inc. 等。
SKU-
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目录
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF EUROPE AI IN BIOINFORMATICS MARKET
1.4 LIMITATIONS
1.5 MARKETS COVERED
2 MARKET SEGMENTATION
2.1 MARKETS COVERED
2.2 GEOGRAPHICAL SCOPE
2.3 YEARS CONSIDERED FOR THE STUDY
2.4 CURRENCY AND PRICING
2.5 DBMR TRIPOD DATA VALIDATION MODEL
2.6 MULTIVARIATE MODELLING
2.7 OFFERING LIFELINE CURVE
2.8 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS
2.9 DBMR MARKET POSITION GRID
2.1 MARKET SECTOR COVERAGE GRID
2.11 VENDOR SHARE ANALYSIS
2.12 SECONDARY SOURCES
2.13 ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 PESTEL ANALYSIS
4.2 PORTER’S FIVE FORCES
5 MARKET OVERVIEW
5.1 DRIVERS
5.1.1 REDUCTION IN THE GENETIC SEQUENCING COST
5.1.2 GROWING DEMAND FOR BIOINFORMATICS
5.1.3 INCREASING PUBLIC-PRIVATE SECTOR FUNDING FOR BIOINFORMATICS
5.2 RESTRAINTS
5.2.1 HIGH COST OF INSTRUMENTATION
5.2.2 CYBERSECURITY CONCERNS IN BIOINFORMATICS
5.3 OPPORTUNITIES
5.3.1 RISE IN HEALTHCARE EXPENDITURE
5.3.2 STRATEGIC INITIATIVES OF KEY PLAYERS
5.3.3 ADVANCEMENT IN BIOINFORMATICS TECHNOLOGY
5.4 CHALLENGES
5.4.1 LACK OF SKILLED PROFESSIONALS TO PERFORM AI-BASED BIOINFORMATICS TECHNOLOGY
5.4.2 CHALLENGES OF IMPLEMENTING BIOINFORMATIC TECHNOLOGY IN THE CLINICAL LAB
6 EUROPE AI IN BIOINFORMATICS MARKET, BY OFFERING
6.1 OVERVIEW
6.2 SERVICES
6.3 SOFTWARE
6.4 OTHERS
7 EUROPE AI IN BIOINFORMATICS MARKET, BY TYPE
7.1 OVERVIEW
7.2 MACHINE LEARNING
7.3 DEEP LEARNING
7.4 OTHERS
8 EUROPE AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES
8.1 OVERVIEW
8.2 BIOINFORMATICS SERVICES
8.2.1 DATA ANALYSIS
8.2.2 SEQUENCING SERVICES
8.2.3 DATABASE MANAGEMENT
8.2.4 OTHERS
8.3 BIOINFORMATICS PLATFORMS
8.3.1 SEQUENCE ANALYSIS PLATFORMS
8.3.2 SEQUENCE ALIGNMENT PLATFORMS
8.3.3 STRUCTURAL ANALYSIS PLATFORMS
8.3.4 SEQUENCE MANIPULATION PLATFORMS
8.3.5 OTHERS
8.4 KNOWLEDGE MANAGEMENT TOOLS
8.4.1 GENERALIZED KNOWLEDGE MANAGEMENT TOOLS
8.4.2 SPECIALIZED KNOWLEDGE MANAGEMENT TOOLS
9 EUROPE AI IN BIOINFORMATICS MARKET, BY APPLICATION
9.1 OVERVIEW
9.2 GENOMICS
9.3 CHEMOINFORMATICS & DRUG DESIGN
9.4 PROTEOMICS
9.5 DNA SEQUENCING
9.6 SYSTEM BIOLOGY
9.7 TRANSCRIPTOMICS
9.8 TEXT MINING
9.9 MICROARRAYS
9.1 METABOLOMICS
9.11 OTHERS
10 EUROPE AI IN BIOINFORMATICS MARKET, BY SECTOR
10.1 OVERVIEW
10.2 MEDICAL BIOTECHNOLOGY
10.3 ANIMAL BIOTECHNOLOGY
10.4 PLANT BIOTECHNOLOGY
10.5 ENVIRONMENTAL BIOTECHNOLOGY
10.6 FORENSIC BIOTECHNOLOGY
10.7 OTHERS
11 EUROPE AI IN BIOINFORMATICS MARKET, BY REGION
11.1 EUROPE
11.1.1 U.K.
11.1.2 FRANCE
11.1.3 GERMANY
11.1.4 SPAIN
11.1.5 ITALY
11.1.6 RUSSIA
11.1.7 NETHERLANDS
11.1.8 SWITZERLAND
11.1.9 TURKEY
11.1.10 BELGIUM
11.1.11 REST OF EUROPE
12 EUROPE AI IN BIOINFORMATICS MARKET: COMPANY LANDSCAPE
12.1 COMPANY SHARE ANALYSIS: EUROPE
13 SWOT ANALYSIS
14 COMPANY PROFILES
14.1 ILLUMINA, INC.
14.1.1 COMPANY SNAPSHOT
14.1.2 REVENUE ANALYSIS
14.1.3 COMPANY SHARE ANALYSIS
14.1.4 PRODUCT PORTFOLIO
14.1.5 RECENT DEVELOPMENTS
14.2 DASSAULT SYSTEMES
14.2.1 COMPANY SNAPSHOT
14.2.2 REVENUE ANALYSIS
14.2.3 COMPANY SHARE ANALYSIS
14.2.4 PRODUCT PORTFOLIO
14.2.5 RECENT DEVELOPMENT
14.3 EUROFINS SCIENTIFIC
14.3.1 COMPANY SNAPSHOT
14.3.2 REVENUE ANALYSIS
14.3.3 COMPANY SHARE ANALYSIS
14.3.4 PRODUCT PORTFOLIO
14.3.5 RECENT DEVELOPMENTS
14.4 THERMO FISHER SCIENTIFIC INC.
14.4.1 COMPANY SNAPSHOT
14.4.2 REVENUE ANALYSIS
14.4.3 COMPANY SHARE ANALYSIS
14.4.4 PRODUCT PORTFOLIO
14.4.5 RECENT DEVELOPMENTS
14.5 QIAGEN
14.5.1 COMPANY SNAPSHOT
14.5.2 COMPANY SHARE ANALYSIS
14.5.3 PRODUCT PORTFOLIO
14.5.4 RECENT DEVELOPMENTS
14.6 SOPHIA GENETICS
14.6.1 COMPANY SNAPSHOT
14.6.2 PRODUCT PORTFOLIO
14.6.3 RECENT DEVELOPMENT
14.7 ARDIGEN
14.7.1 COMPANY SNAPSHOT
14.7.2 PRODUCT PORTFOLIO
14.7.3 RECENT DEVELOPMENTS
14.8 BIOMAX INFORMATICS AG
14.8.1 COMPANY SNAPSHOT
14.8.2 PRODUCT PORTFOLIO
14.8.3 RECENT DEVELOPMENT
14.9 CELBRIDGESCIENCE.
14.9.1 COMPANY SNAPSHOT
14.9.2 PRODUCT PORTFOLIO
14.9.3 RECENT DEVELOPMENTS
14.1 DNASTAR
14.10.1 COMPANY SNAPSHOT
14.10.2 PRODUCT PORTFOLIO
14.10.3 RECENT DEVELOPMENTS
14.11 ELUCIDATA
14.11.1 COMPANY SNAPSHOT
14.11.2 PRODUCT PORTFOLIO
14.11.3 RECENT DEVELOPMENTS
14.12 FIOS GENOMICS
14.12.1 COMPANY SNAPSHOT
14.12.2 PRODUCT PORTFOLIO
14.12.3 RECENT DEVELOPMENTS
14.13 INDX. AI.
14.13.1 COMPANY SNAPSHOT
14.13.2 PRODUCT PORTFOLIO
14.13.3 RECENT DEVELOPMENTS
14.14 INSILICO MEDICINE
14.14.1 COMPANY SNAPSHOT
14.14.2 PRODUCT PORTFOLIO
14.14.3 RECENT DEVELOPMENTS
14.15 JADBIO & GNOSIS DATA ANALYSIS
14.15.1 COMPANY SNAPSHOT
14.15.2 PRODUCT PORTFOLIO
14.15.3 RECENT DEVELOPMENTS
14.16 NEOGENOMICS LABORATORIES
14.16.1 COMPANY SNAPSHOT
14.16.2 REVENUE ANALYSIS
14.16.3 PRODUCT PORTFOLIO
14.16.4 RECENT DEVELOPMENTS
14.17 PAIGE AI, INC.
14.17.1 COMPANY SNAPSHOT
14.17.2 PRODUCT PORTFOLIO
14.17.3 RECENT DEVELOPMENTS
14.18 SOMALOGIC OPERATING CO., INC.
14.18.1 COMPANY SNAPSHOT
14.18.2 PRODUCT PORTFOLIO
14.18.3 RECENT DEVELOPMENTS
14.19 SOURCE BIOSCIENCE.
14.19.1 COMPANY SNAPSHOT
14.19.2 PRODUCT PORTFOLIO
14.19.3 RECENT DEVELOPMENTS
14.2 STRAND LIFE SCIENCES
14.20.1 COMPANY SNAPSHOT
14.20.2 PRODUCT PORTFOLIO
14.20.3 RECENT DEVELOPMENTS
15 QUESTIONNAIRE
16 RELATED REPORTS
表格列表
TABLE 1 BIOINFORMATICS COST PER SAMPLE
TABLE 2 EUROPE AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 3 EUROPE SERVICES IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 4 EUROPE SOFTWARE IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 5 EUROPE OTHERS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 6 EUROPE AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 7 EUROPE MACHINE LEARNING IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 8 EUROPE DEEP LEARNING IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 9 EUROPE OTHERS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 10 EUROPE AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 11 EUROPE BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 12 EUROPE BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 13 EUROPE BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 14 EUROPE BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 15 EUROPE KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 16 EUROPE KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 17 EUROPE AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 18 EUROPE GENOMICS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 19 EUROPE CHEMOINFORMATICS & DRUG DESIGN IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 20 EUROPE PROTEOMICS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 21 EUROPE DNA SEQUENCING IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 22 EUROPE SYSTEM BIOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 23 EUROPE TRANSCRIPTOMICS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 24 EUROPE TEXT MINING IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 25 EUROPE MICROARRAYS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 26 EUROPE METABOLOMICS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 27 EUROPE OTHERS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 28 EUROPE AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 29 EUROPE MEDICAL BIOTECHNOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 30 EUROPE ANIMAL BIOTECHNOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 31 EUROPE PLANT BIOTECHNOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 32 EUROPE ENVIRONMENTAL BIOTECHNOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 33 EUROPE FORENSIC BIOTECHNOLOGY IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 34 EUROPE OTHERS IN AI IN BIOINFORMATICS MARKET, BY REGION, 2020-2029 (USD MILLION)
TABLE 35 EUROPE AI IN BIOINFORMATICS MARKET, BY COUNTRY, 2020-2029 (USD MILLION)
TABLE 36 EUROPE AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 37 EUROPE AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 38 EUROPE AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 39 EUROPE BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 40 EUROPE BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 41 EUROPE KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 42 EUROPE AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 43 EUROPE AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 44 U.K. AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 45 U.K. AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 46 U.K. AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 47 U.K. BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 48 U.K. BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 49 U.K. KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 50 U.K. AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 51 U.K. AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 52 FRANCE AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 53 FRANCE AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 54 FRANCE AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 55 FRANCE BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 56 FRANCE BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 57 FRANCE KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 58 FRANCE AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 59 FRANCE AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 60 GERMANY AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 61 GERMANY AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 62 GERMANY AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 63 GERMANY BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 64 GERMANY BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 65 GERMANY KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 66 GERMANY AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 67 GERMANY AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 68 SPAIN AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 69 SPAIN AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 70 SPAIN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 71 SPAIN BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 72 SPAIN BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 73 SPAIN KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 74 SPAIN AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 75 SPAIN AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 76 ITALY AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 77 ITALY AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 78 ITALY AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 79 ITALY BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 80 ITALY BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 81 ITALY KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 82 ITALY AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 83 ITALY AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 84 RUSSIA AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 85 RUSSIA AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 86 RUSSIA AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 87 RUSSIA BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 88 RUSSIA BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 89 RUSSIA KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 90 RUSSIA AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 91 RUSSIA AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 92 NETHERLANDS AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 93 NETHERLANDS AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 94 NETHERLANDS AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 95 NETHERLANDS BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 96 NETHERLANDS BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 97 NETHERLANDS KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 98 NETHERLANDS AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 99 NETHERLANDS AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 100 SWITZERLAND AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 101 SWITZERLAND AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 102 SWITZERLAND AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 103 SWITZERLAND BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 104 SWITZERLAND BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 105 SWITZERLAND KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 106 SWITZERLAND AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 107 SWITZERLAND AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 108 TURKEY AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 109 TURKEY AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 110 TURKEY AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 111 TURKEY BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 112 TURKEY BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 113 TURKEY KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 114 TURKEY AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 115 TURKEY AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 116 BELGIUM AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
TABLE 117 BELGIUM AI IN BIOINFORMATICS MARKET, BY TYPE, 2020-2029 (USD MILLION)
TABLE 118 BELGIUM AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 119 BELGIUM BIOINFORMATICS SERVICES IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 120 BELGIUM BIOINFORMATICS PLATFORMS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 121 BELGIUM KNOWLEDGE MANAGEMENT TOOLS IN AI IN BIOINFORMATICS MARKET, BY PRODUCTS AND SERVICES, 2020-2029 (USD MILLION)
TABLE 122 BELGIUM AI IN BIOINFORMATICS MARKET, BY APPLICATION, 2020-2029 (USD MILLION)
TABLE 123 BELGIUM AI IN BIOINFORMATICS MARKET, BY SECTOR, 2020-2029 (USD MILLION)
TABLE 124 REST OF EUROPE AI IN BIOINFORMATICS MARKET, BY OFFERING, 2020-2029 (USD MILLION)
图片列表
FIGURE 1 EUROPE AI IN BIOINFORMATICSMARKET: SEGMENTATION
FIGURE 2 EUROPE AI IN BIOINFORMATICS MARKET: DATA TRIANGULATION
FIGURE 3 EUROPE AI IN BIOINFORMATICS MARKET: DROC ANALYSIS
FIGURE 4 EUROPE AI IN BIOINFORMATICS MARKET: EUROPE VS REGIONAL MARKET ANALYSIS
FIGURE 5 EUROPE AI IN BIOINFORMATICS MARKET: COMPANY RESEARCH ANALYSIS
FIGURE 6 EUROPE AI IN BIOINFORMATICS MARKET: INTERVIEW DEMOGRAPHICS
FIGURE 7 EUROPE AI IN BIOINFORMATICS MARKET: DBMR MARKET POSITION GRID
FIGURE 8 EUROPE AI IN BIOINFORMATICS MARKET: MARKET SECTOR COVERAGE GRID
FIGURE 9 EUROPE AI IN BIOINFORMATICS MARKET: VENDOR SHARE ANALYSIS
FIGURE 10 EUROPE AI IN BIOINFORMATICS MARKET: SEGMENTATION
FIGURE 11 THE REDUCTION IN THE GENETIC SEQUENCING COST AND GROWING DEMAND FOR BIOINFORMATICS ARE EXPECTED TO DRIVE THE EUROPE AI IN BIOINFORMATICS MARKET IN THE FORECAST PERIOD
FIGURE 12 SERVICES SEGMENT IS EXPECTED TO ACCOUNT FOR THE LARGEST SHARE OF THE EUROPE AI IN BIOINFORMATICS MARKET IN 2022 & 2029
FIGURE 13 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES OF EUROPE AI IN BIOINFORMATICS MARKET
FIGURE 14 EUROPE AI IN BIOINFORMATICS MARKET: BY OFFERING, 2021
FIGURE 15 EUROPE AI IN BIOINFORMATICS MARKET: BY OFFERING, 2022-2029 (USD MILLION)
FIGURE 16 EUROPE AI IN BIOINFORMATICS MARKET: BY OFFERING, CAGR (2022-2029)
FIGURE 17 EUROPE AI IN BIOINFORMATICS MARKET: BY OFFERING, LIFELINE CURVE
FIGURE 18 EUROPE AI IN BIOINFORMATICS MARKET: BY TYPE, 2021
FIGURE 19 EUROPE AI IN BIOINFORMATICS MARKET: BY TYPE, 2022-2029 (USD MILLION)
FIGURE 20 EUROPE AI IN BIOINFORMATICS MARKET: BY TYPE, CAGR (2022-2029)
FIGURE 21 EUROPE AI IN BIOINFORMATICS MARKET: BY TYPE, LIFELINE CURVE
FIGURE 22 EUROPE AI IN BIOINFORMATICS MARKET: BY PRODUCTS AND SERVICES, 2021
FIGURE 23 EUROPE AI IN BIOINFORMATICS MARKET: BY PRODUCTS AND SERVICES, 2022-2029 (USD MILLION)
FIGURE 24 EUROPE AI IN BIOINFORMATICS MARKET: BY PRODUCTS AND SERVICES, CAGR (2022-2029)
FIGURE 25 EUROPE AI IN BIOINFORMATICS MARKET: BY PRODUCTS AND SERVICES, LIFELINE CURVE
FIGURE 26 EUROPE AI IN BIOINFORMATICS MARKET: BY APPLICATION, 2021
FIGURE 27 EUROPE AI IN BIOINFORMATICS MARKET: BY APPLICATION, 2022-2029 (USD MILLION)
FIGURE 28 EUROPE AI IN BIOINFORMATICS MARKET: BY APPLICATION, CAGR (2022-2029)
FIGURE 29 EUROPE AI IN BIOINFORMATICS MARKET: BY APPLICATION, LIFELINE CURVE
FIGURE 30 EUROPE AI IN BIOINFORMATICS MARKET: BY SECTOR, 2021
FIGURE 31 EUROPE AI IN BIOINFORMATICS MARKET: BY SECTOR, 2022-2029 (USD MILLION)
FIGURE 32 EUROPE AI IN BIOINFORMATICS MARKET: BY SECTOR, CAGR (2022-2029)
FIGURE 33 EUROPE AI IN BIOINFORMATICS MARKET: BY SECTOR, LIFELINE CURVE
FIGURE 34 EUROPE AI IN BIOINFORMATICS MARKET: SNAPSHOT (2021)
FIGURE 35 EUROPE AI IN BIOINFORMATICS MARKET: BY COUNTRY (2021)
FIGURE 36 EUROPE AI IN BIOINFORMATICS MARKET: BY COUNTRY (2022 & 2029)
FIGURE 37 EUROPE AI IN BIOINFORMATICS MARKET: BY COUNTRY (2021 & 2029)
FIGURE 38 EUROPE AI IN BIOINFORMATICS MARKET: BY OFFERING (2022-2029)
FIGURE 39 EUROPE AI IN BIOINFORMATICS MARKET: COMPANY SHARE 2021 (%)
研究方法
Data collection and base year analysis are done using data collection modules with large sample sizes. The stage includes obtaining market information or related data through various sources and strategies. It includes examining and planning all the data acquired from the past in advance. It likewise envelops the examination of information inconsistencies seen across different information sources. The market data is analysed and estimated using market statistical and coherent models. Also, market share analysis and key trend analysis are the major success factors in the market report. To know more, please request an analyst call or drop down your inquiry.
The key research methodology used by DBMR research team is data triangulation which involves data mining, analysis of the impact of data variables on the market and primary (industry expert) validation. Data models include Vendor Positioning Grid, Market Time Line Analysis, Market Overview and Guide, Company Positioning Grid, Patent Analysis, Pricing Analysis, Company Market Share Analysis, Standards of Measurement, Global versus Regional and Vendor Share Analysis. To know more about the research methodology, drop in an inquiry to speak to our industry experts.
可定制
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