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バイオインフォマティクスにおけるAIの世界市場レポート 2024年

AI In Bioinformatics Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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バイオインフォマティクスにおけるAIの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

バイオインフォマティクスにおけるAI市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR43.8％で183億5,000万米ドルに成長します。予測期間中に予想される成長は、シングルセル技術の拡大、マルチオミクス統合の重視の高まり、機能ゲノミクスへの注目の高まり、薬剤再利用の取り組みの加速、病理学におけるAIの採用の高まりなど、さまざまな要因によるものと考えられます。予測期間中に予想される注目すべき動向には、倫理的なAIと責任あるデータ利用の促進、AI主導型バーチャルラボの開発、バイオインフォマティクスにおける量子コンピューティングの統合、臨床試験のパワーアップにおけるAIの活用、バイオインフォマティクスとゲノミクスの領域における安全なデータ共有のためのブロックチェーンの探求が含まれます。

臨床試験件数の増加が予想されることから、バイオインフォマティクスにおけるAI市場の成長は当面続くとみられます。臨床試験とは、ヒトが参加する医学研究を実施するための体系的かつ慎重に設計されたプロセスであり、新たな医療介入、治療、薬剤、機器、治療戦略の安全性、有効性、効果を評価することを目的としています。バイオインフォマティクスの領域では、電子カルテやその他のプラットフォームから入手した患者データを分析し、特定の基準を満たす臨床試験候補者を特定する上で、AIが重要な役割を果たしています。このAIの応用により、臨床試験プロセスにおける採用効率とターゲティングが改善されます。カナダを拠点とするライフサイエンス・医療機器プラットフォームのXtalksによると、2023年5月現在、ClinicalTrials.govに登録されている臨床試験は世界で452,604件あり、64,838件が積極的に参加者を求めています。2021年初頭に報告された365,000件を超える臨床試験から大幅に増加したことは、臨床試験の重要性が高まっていることを強調するものであり、その結果、バイオインフォマティクスにおけるAI市場の採用を促進するものです。

バイオインフォマティクスにおけるAI市場の著名企業は、Bionl.AIのようなプラットフォームで積極的に技術革新を行い、市場での収益性を高めています。米国を拠点とするバイオメディカルおよびバイオインフォマティクス研究プラットフォーム企業であるBionl Inc.が開発したBionl.AIは、探索、分析、可視化のためのオールインワンのワークスペースです。このプラットフォームは、複雑な作業を完了するのに必要な時間を大幅に短縮し、生物医学およびバイオインフォマティクス研究に画期的なソリューションを提供します。2023年10月に開始されたBionl.AIは、研究者、学生、専門家が自然言語クエリを使用して生物医学を調査することを可能にするノーコードソリューションとして動作します。最先端のGenAIモデルを活用することで、このプラットフォームは即座に洞察を提供し、複雑な分析を利用しやすく魅力的なものにし、バイオインフォマティクス調査方法を合理化し強化するためのAIの進歩の統合を例証します。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19感染症による市場への影響

第5章 世界市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年～2023年
  • 世界の市場規模予測と成長、2023年～2028年、2033年

第6章 市場セグメンテーション

  • 世界のバイオインフォマティクスにおけるAI市場、タイプ別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 機械学習
  • ディープラーニング
  • その他のタイプ
  • 世界のバイオインフォマティクスにおけるAI市場、製品別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • サービス
  • ソフトウェア
  • 世界のバイオインフォマティクスにおけるAI市場、用途別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • ゲノミクス
  • ケモインフォマティクスと創薬
  • プロテオミクス
  • DNA配列決定
  • システム生物学
  • トランスクリプトミクス
  • テキストマイニング
  • マイクロアレイ
  • メタボロミクス
  • その他の用途

第7章 地域および国の分析

  • 世界のバイオインフォマティクスにおけるAI市場、地域別、実績および予測、2018-2023年、2023-2028年、2033年
  • 世界のバイオインフォマティクスにおけるAI市場、国別、実績および予測、2018-2023年、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • バイオインフォマティクスにおけるAI市場の競合情勢
  • バイオインフォマティクスにおけるAI市場企業プロファイル
    • Thermo Fisher Scientific Inc.
    • Eurofins Scientific SE
    • Dassault Systemes SE
    • Illumina Inc.
    • NeoGenomics Laboratories Inc.

第31章 その他の主要および革新的な企業

  • QIAGEN NV
  • SomaLogic Operating Co. Inc.
  • Seven Bridges Genomics Inc.
  • Genialis Inc.
  • SOPHiA GENETICS SA
  • DNAnexus Inc.
  • Insilico Medicine Inc.
  • Deep Genomics Inc.
  • Biomax Informatics Inc.
  • Ardigen SA
  • Strand Life Sciences Pvt. Ltd.
  • Genomenon Inc.
  • SourceBio International Limited
  • Fios Genomics Limited
  • CelbridgeScience

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと可能性の分析

第36章 付録

目次
Product Code: r16566

AI in Bioinformatics refers to the application of artificial intelligence (AI) techniques and algorithms to analyze and interpret biological data. Bioinformatics involves the management and analysis of large and complex biological datasets, such as genomic sequences, protein structures, and other biological information.

The main types of AI in bioinformatics include machine learning, deep learning, and others. Machine Learning (ML) is a subfield of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computer systems to perform tasks without explicit programming. AI in bioinformatics offers various services and software solutions. It is applied across different applications such as genomics, chemoinformatics, drug design, proteomics, DNA sequencing, system biology, transcriptomics, text mining, microarrays, metabolomics, and other domains to facilitate the analysis and interpretation of biological data.

The AI in bioinformatics market research report is one of a series of new reports from The Business Research Company that provides AI in bioinformatics market statistics, including AI in bioinformatics industry global market size, regional shares, competitors with AI in bioinformatics market share, detailed AI in bioinformatics market segments, market trends, and opportunities, and any further data you may need to thrive in the AI in bioinformatics industry. This AI in bioinformatics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The AI in bioinformatics market size has grown exponentially in recent years. It will grow from $2.97 billion in 2023 to $4.30 billion in 2024 at a compound annual growth rate (CAGR) of 44.5%. The growth observed in the historical period can be attributed to several factors, including increased genomic data availability, the rise of precision medicine, a growing demand for biomarker discovery, optimization of clinical trials, and increased collaboration within the field of bioinformatics. These factors collectively contributed to the development and adoption of AI technologies in bioinformatics during that time, facilitating advancements in genomics, personalized medicine, and the optimization of various processes in the biomedical and healthcare domains.

The AI in bioinformatics market size is expected to see exponential growth in the next few years. It will grow to $18.35 billion in 2028 at a compound annual growth rate (CAGR) of 43.8%. The anticipated growth in the forecast period can be attributed to various factors, including the expansion of single-cell technologies, a growing emphasis on multi-omics integration, an increased focus on functional genomics, acceleration of drug repurposing efforts, and the rising adoption of AI in pathology. Noteworthy trends expected in the forecast period encompass the promotion of ethical AI and responsible data use, the development of AI-driven virtual laboratories, the integration of quantum computing in bioinformatics, the utilization of AI in powering clinical trials, and the exploration of blockchain for secure data sharing in the realm of bioinformatics and genomics.

The anticipated increase in the number of clinical trials is poised to propel the growth of AI in the bioinformatics market in the foreseeable future. Clinical trials, which are systematic and carefully designed processes for conducting medical research involving human participants, aim to evaluate the safety, efficacy, and effectiveness of new medical interventions, treatments, drugs, devices, or therapeutic strategies. In the realm of bioinformatics, AI plays a crucial role in analyzing patient data sourced from electronic health records and other platforms to identify potential candidates for clinical trials who meet specific criteria. This application of AI improves recruitment efficiency and targeting in clinical trial processes. According to Xtalks, a Canada-based life science and medical device platform, as of May 2023, there were 452,604 clinical trials registered worldwide on ClinicalTrials.gov, with 64,838 actively seeking participants. The substantial increase from over 365,000 trials reported at the beginning of 2021 underscores the growing significance of clinical trials and, consequently, drives the adoption of AI in the bioinformatics market.

Prominent companies in the AI in bioinformatics market are actively innovating technological advancements on platforms such as Bionl.AI to enhance profitability in the market. Bionl.AI, developed by Bionl Inc., a US-based biomedical and bioinformatics research platform company, represents an all-in-one workspace for exploration, analysis, and visualization. This platform significantly reduces the time required to complete complex tasks, offering a revolutionary solution for biomedical and bioinformatics research. Launched in October 2023, Bionl.AI operates as a no-code solution, enabling researchers, students, and professionals to investigate biomedicine using natural language queries. Leveraging state-of-the-art GenAI models, the platform provides instant insights and makes complex analyses accessible and engaging, exemplifying the integration of AI advancements to streamline and enhance bioinformatics research processes.

In July 2021, Kiromic Biopharma Inc., a leading biotechnology firm based in the United States, completed the acquisition of InSilico Solutions LLP for an undisclosed sum. This strategic move is designed to integrate a team of experts in bioinformatics and artificial intelligence (AI) into Kiromic Biopharma's operations, positioning the company to excel in developing AI technology for identifying optimal biomarkers crucial for immunotherapeutic such as CAR-T cell therapy in treating solid tumors. InSilico Solutions LLP, a US-based provider of bioinformatics and IT solutions leveraging AI, was identified as a valuable asset to enhance Kiromic Biopharma's capabilities in this critical area of research and development.

Major companies operating in the ai in bioinformatics market report are Thermo Fisher Scientific Inc., Eurofins Scientific SE, Dassault Systemes SE, Illumina Inc., NeoGenomics Laboratories Inc., QIAGEN N.V., SomaLogic Operating Co. Inc., Seven Bridges Genomics Inc., Genialis Inc., SOPHiA GENETICS SA, DNAnexus Inc., Insilico Medicine Inc., Deep Genomics Inc., Biomax Informatics Inc., Ardigen SA, Strand Life Sciences Pvt. Ltd., Genomenon Inc., SourceBio International Limited, Fios Genomics Limited, CelbridgeScience, BlueBee Holding BV, JADBio, Elucidata Corporation, Gnosis DA, DNASTAR Inc., iNDX.Ai, Paige AI Inc.

North America was the largest region in the AI in bioinformatics market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the ai in bioinformatics market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the ai in bioinformatics market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The AI in the bioinformatics market includes revenues earned by entities by providing services such as data analysis and interpretation, biomarker discovery services, clinical decision support, diagnostic imaging software, and biomarker discovery tools. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The AI in the bioinformatics market also includes sales of high-performance computing (HPC) clusters, graphics processing units (GPUs), and field-programmable gate arrays (FPGAs). Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

AI In Bioinformatics Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on AI in bioinformatics market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for AI in bioinformatics? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The AI in bioinformatics market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Type: Machine Learning; Deep Learning; Other Types
  • 2) By Offering: Services; Software
  • 3) By Application: Genomics; Chemoinformatics and Drug Design; Proteomics; DNA Sequencing; System Biology; Transcriptomics; Text Mining; Microarrays; Metabolomics; Other Applications
  • Companies Mentioned: Thermo Fisher Scientific Inc.; Eurofins Scientific SE; Dassault Systemes SE; Illumina Inc.; NeoGenomics Laboratories Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. AI In Bioinformatics Market Characteristics

3. AI In Bioinformatics Market Trends And Strategies

4. AI In Bioinformatics Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global AI In Bioinformatics Market Size and Growth

  • 5.1. Global AI In Bioinformatics Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global AI In Bioinformatics Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global AI In Bioinformatics Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. AI In Bioinformatics Market Segmentation

  • 6.1. Global AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Deep Learning
  • Other Types
  • 6.2. Global AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Services
  • Software
  • 6.3. Global AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Genomics
  • Chemoinformatics and Drug Design
  • Proteomics
  • DNA Sequencing
  • System Biology
  • Transcriptomics
  • Text Mining
  • Microarrays
  • Metabolomics
  • Other Applications

7. AI In Bioinformatics Market Regional And Country Analysis

  • 7.1. Global AI In Bioinformatics Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global AI In Bioinformatics Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific AI In Bioinformatics Market

  • 8.1. Asia-Pacific AI In Bioinformatics Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China AI In Bioinformatics Market

  • 9.1. China AI In Bioinformatics Market Overview
  • 9.2. China AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India AI In Bioinformatics Market

  • 10.1. India AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan AI In Bioinformatics Market

  • 11.1. Japan AI In Bioinformatics Market Overview
  • 11.2. Japan AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia AI In Bioinformatics Market

  • 12.1. Australia AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia AI In Bioinformatics Market

  • 13.1. Indonesia AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea AI In Bioinformatics Market

  • 14.1. South Korea AI In Bioinformatics Market Overview
  • 14.2. South Korea AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe AI In Bioinformatics Market

  • 15.1. Western Europe AI In Bioinformatics Market Overview
  • 15.2. Western Europe AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK AI In Bioinformatics Market

  • 16.1. UK AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany AI In Bioinformatics Market

  • 17.1. Germany AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France AI In Bioinformatics Market

  • 18.1. France AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy AI In Bioinformatics Market

  • 19.1. Italy AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain AI In Bioinformatics Market

  • 20.1. Spain AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe AI In Bioinformatics Market

  • 21.1. Eastern Europe AI In Bioinformatics Market Overview
  • 21.2. Eastern Europe AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia AI In Bioinformatics Market

  • 22.1. Russia AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America AI In Bioinformatics Market

  • 23.1. North America AI In Bioinformatics Market Overview
  • 23.2. North America AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA AI In Bioinformatics Market

  • 24.1. USA AI In Bioinformatics Market Overview
  • 24.2. USA AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada AI In Bioinformatics Market

  • 25.1. Canada AI In Bioinformatics Market Overview
  • 25.2. Canada AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America AI In Bioinformatics Market

  • 26.1. South America AI In Bioinformatics Market Overview
  • 26.2. South America AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil AI In Bioinformatics Market

  • 27.1. Brazil AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East AI In Bioinformatics Market

  • 28.1. Middle East AI In Bioinformatics Market Overview
  • 28.2. Middle East AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa AI In Bioinformatics Market

  • 29.1. Africa AI In Bioinformatics Market Overview
  • 29.2. Africa AI In Bioinformatics Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa AI In Bioinformatics Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa AI In Bioinformatics Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. AI In Bioinformatics Market Competitive Landscape And Company Profiles

  • 30.1. AI In Bioinformatics Market Competitive Landscape
  • 30.2. AI In Bioinformatics Market Company Profiles
    • 30.2.1. Thermo Fisher Scientific Inc.
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Eurofins Scientific SE
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Dassault Systemes SE
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Illumina Inc.
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. NeoGenomics Laboratories Inc.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. AI In Bioinformatics Market Other Major And Innovative Companies

  • 31.1. QIAGEN N.V.
  • 31.2. SomaLogic Operating Co. Inc.
  • 31.3. Seven Bridges Genomics Inc.
  • 31.4. Genialis Inc.
  • 31.5. SOPHiA GENETICS SA
  • 31.6. DNAnexus Inc.
  • 31.7. Insilico Medicine Inc.
  • 31.8. Deep Genomics Inc.
  • 31.9. Biomax Informatics Inc.
  • 31.10. Ardigen SA
  • 31.11. Strand Life Sciences Pvt. Ltd.
  • 31.12. Genomenon Inc.
  • 31.13. SourceBio International Limited
  • 31.14. Fios Genomics Limited
  • 31.15. CelbridgeScience

32. Global AI In Bioinformatics Market Competitive Benchmarking

33. Global AI In Bioinformatics Market Competitive Dashboard

34. Key Mergers And Acquisitions In The AI In Bioinformatics Market

35. AI In Bioinformatics Market Future Outlook and Potential Analysis

  • 35.1 AI In Bioinformatics Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 AI In Bioinformatics Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 AI In Bioinformatics Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer