시장보고서
상품코드
1320153

세계의 바이오인포매틱스 AI 시장 : 솔루션별, 용도별, 최종 사용자별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2023-2030년)

AI in Bioinformatics Market with COVID-19 Impact Analysis, By Solution, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030

발행일: | 리서치사: AnalystView Market Insights | 페이지 정보: 영문 350 Pages | 배송안내 : 2-3일 (영업일 기준)


※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

보고서 하이라이트

세계의 바이오인포매틱스 AI(AI in Bioinformatics) 시장 규모는 2022년 72억 6,750만 달러 규모에 달했습니다. 2023년부터 2030년까지 36.1%의 CAGR로 확대될 전망입니다.

세계의 바이오인포매틱스 AI 시장 - 시장 역학 :

생물학적 데이터를 분석할 필요성이 증가함에 따라 바이오인포매틱스 AI 수요를 촉진할 것으로 예상됩니다.

생물학적 데이터는 종종 다양하고 다면적이고 복잡합니다. 이러한 복잡한 데이터를 다룰 때 머신러닝이나 심층 학습과 같은 AI 기술은 패턴, 상관 관계 및 예측 모형을 찾는 데 적합합니다. 서열 정렬, 유전자 발현 분석, 단백질 구조 예측 등은 AI가 지원할 수 있는 활동의 일례이며, 종래 방법으로는 곤란하거나 시간이 걸리는 방법입니다. 오믹스와 차세대 시퀀서와 같은 높은 처리량 기술 향상으로 생물학적 데이터 생성은 지수적으로 증가하고 있습니다. 데이터를 효과적으로 처리, 통합 및 분석하려면 대규모 데이터 세트를 관리하고 중요한 지식을 추출해야 합니다.

유전적 체질, 임상 데이터 라이프스타일 요인에 따라 개별 환자에 맞게 치료법을 맞춤화하는 개인화된 의료는 AI 주도 기술이 필수적입니다. AI는 환자 데이터를 조사하여 바이오마커를 찾아내고, 질병 결과를 예측하여 맞춤형 치료 요법을 제안할 수 있습니다. 그 결과, 보다 효율적이고 환자 결과를 개선하는 중점적인 의약품이 생길 수 있습니다.

바이오인포매틱스 AI 시장 - 주요 통찰 :

  • 우리 연구 분석가가 공유한 분석에 따르면 세계의 바이오인포매틱스 AI 시장은 예측 기간(2023-2030년) 동안 약 36.1%의 CAGR로 매년 성장할 것으로 추정됩니다.
  • 바이오인포매틱스 AI 산업은 동물 건강과 영양 관심 증가로 인해 현저한 속도로 성장할 것으로 예측됩니다.
  • 용도별, 게놈 분야는 2022년 최대 시장 점유율을 보여줄 것으로 예상됩니다.
  • 최종 사용자별로는 의료 생명공학 분야가 2030년 큰 시장 점유율을 차지할 것으로 예측됩니다.
  • 솔루션 세분화를 기반으로 소프트웨어 부문은 2022년 주도하고 있습니다.
  • 지역별로는 북미가 2022년 수익으로 가장 높습니다.

바이오인포매틱스 AI 시장 - 세분화 분석 :

세계의 바이오인포매틱스 AI 시장은 솔루션, 용도, 최종 사용자, 지역에 따라 세분화됩니다.

솔루션은 소프트웨어 및 서비스 두 가지로 분류됩니다. 소프트웨어 부문시장을 독점하고 있습니다. Ai 기술 개발 진전시장 성장에 기여하고 있습니다.

시장은 용도별 9개로 분류됩니다 : 게노믹스, 마이크로어레이, 시스템 바이올로지, 텍스트 마이닝, 케모 인포매틱스& 드래그 디자인, 프로테오믹스, 전사체학, DNA 시퀀싱 등. 시장을 독점하고 있는 것은 게노믹스 분야입니다. 유전체학 R&D 증가는 시장 성장에 영향을 미칩니다.

최종 사용자별로는 의료 바이오, 동물 바이오, 식물 바이오, 법의학 바이오, 기타. 의료 생명 공학 분야가 시장을 독점하고 있습니다. 바이오인포매틱스 AI는 의료 바이오테크놀로지 분야 견인 역할을 하여 부문 성장을 높이고 있습니다.

바이오인포매틱스 AI 시장 - 지리적 전망 :

지리적으로 시장은 북미, 라틴아메리카, 유럽, 아시아태평양, 중동 및 아프리카으로 퍼져 있습니다. 이 지역은 비즈니스를 제공하는 국가에 의해 더 나뉩니다.

바이오인포매틱스 AI 시장 - 경쟁 구도 :

바이오테크놀로지 솔루션 R&D 투자가 증가하고 있으며 바이오인포매틱스 AI 시장에 영향을 미치고 있습니다. 기업 웹사이트 및 용도을 포함한 여러 소프트웨어 기술 개발자가 솔루션을 판매하기 위해 기업에 사용됩니다. 솔루션 제공업체는 기술, 마케팅, 명성, 가용성 등 다양한 요인으로 경쟁하고 있습니다. 리치를 굳히고 시장 점유율을 확대하기 위해 기업이 사용하는 주요 방법과 전략에는 새로운 소프트웨어 개척, 연구 개발비, 유통망 개척, M&A 등이 있습니다. 최근 동향 일부를 아래에 소개합니다.

최근 움직임

2022년 6월 데이터 기반 의료 리더인 Sophia Genetics는 클라우드 기반 SOPHiA DDM Platform이 지원하는 분석 기능에 대해 CE-IVD 인증을 받았습니다.

연구 주요 특징

  • 보고서는 바이오인포매틱스 AI 시장 시장 규모, CAGR(2022년)을 기준년으로 한 추정, 예측(2023-2030년)을 제공합니다.
  • 보고서는 바이오인포매틱스 AI 시장 최신 동향 전망을 고객에게 제공합니다.
  • 설문조사 보고서는 다양한 부문/국가에 걸친 잠재 성장 기회를 규명하고 바이오인포매틱스 AI 시장 매력적인 투자 제안 매트릭스를 설명합니다.
  • 전반적인 보고서는 바이오인포매틱스 AI 시장 새로운 투자 기회, 기존 기업이 직면하는 과제 및 지속적인 성장 요인을 확인합니다.
  • 바이오인포매틱스 AI 시장 규모, 예측, CAGR, 시장 역학 COVID-19 영향을 조사범위 상세하게 논의하고 있습니다. COVID 이후 바이오인포매틱스 AI 시장 상세한 전망도 다룹니다.
  • 본 보고서 이용자에게 바이오인포매틱스 AI 시장 종합 견해를 제공하기 위해 바이오인포매틱스 AI 시장 경쟁 구도와 주요 혁신자 분석도 포함하고 있습니다.
  • 시장 규모, 성장률 및 매력에 따라 모든 산업 부문을 벤치마킹하는 성장 전망 매핑 분석을 다룹니다.
  • 바이오인포매틱스 AI 시장 사업을 전개하는 기업 솔루션과 전략 이니셔티브 재무상황을 이해하는데 도움이 되는 주요 시장 진출기업을 특집한 상세한 기업 프로필을 제공합니다.
  • 또한 세계의 수준뿐만 아니라 지역 수준 시장에 참여하는 주요 진출기업 중요 인수 및 합병, 제휴 및 조인트 벤처, 신발매, 연구 개발, 지역 전개도 밝혔습니다.
  • 바이오인포매틱스 AI 시장 보고서는 주로 공급업체, 투자자, 신규 참가자, 유통업체, 금융 분석가 등 업계의 다양한 이해관계자를 대상으로 합니다.

목차

제1장 바이오인포매틱스 AI 시장 주요 요약

  • 조사 범위

제2장 주요 요약

  • 시장 분석
  • 경쟁 인사이트

제3장 바이오인포매틱스 AI 주요 시장 동향

  • 바이오인포매틱스 AI 시장 성장 촉진 요인
  • 바이오인포매틱스 AI 시장 성장 억제 요인
  • 바이오인포매틱스 AI 시장 기회
  • 바이오인포매틱스 AI 시장 향후 동향

제4장 바이오인포매틱스 AI 산업 연구

  • PEST 분석
  • 포터의 5세력 분석
  • 성장 전망 맵핑
  • 규제 틀 분석

제5장 바이오인포매틱스 AI 시장 : COVID-19 영향 분석

  • COVID-19 이전 영향 분석
  • COVID-19 이후 영향 분석

제6장 바이오인포매틱스 AI 시장 상황

  • 바이오인포매틱스 AI 시장 점유율 분석(2022년)
  • 주요 제조업체별 분석 데이터
    • 기존 기업 분석
    • 신흥기업 분석

제7장 바이오인포매틱스 AI 시장 - 솔루션별

  • 주요 요약
    • 솔루션별 부문 점유율 분석
    • 소프트웨어
    • 서비스

제8장 바이오인포매틱스 AI 시장 - 용도별

  • 주요 요약
    • 용도별 부문 점유율 분석
    • 게노믹스
    • 마이크로어레이
    • 시스템 생물학
    • 텍스트 마이닝
    • 케모인포매틱 및 약제 설계
    • 프로테오믹스
    • 전사체학
    • DNA 시퀀싱
    • 기타

제9장 바이오인포매틱스 AI 시장 - 최종 사용자별

  • 주요 요약
    • 최종 사용자별 부문 점유율 분석
    • 의료 생명공학
    • 동물 생명공학
    • 식물 생명공학
    • 법의학 생명공학
    • 기타

제10장 바이오인포매틱스 AI 시장 - 지역별

  • 소개
  • 북미
    • 주요 요약
    • 북미 바이오인포매틱스 AI 주요 제조업체
    • 미국
    • 캐나다
  • 유럽
    • 주요 요약
    • 유럽 바이오인포매틱스 AI 주요 제조업체
    • 독일
    • 이탈리아
    • 영국
    • 프랑스
    • 러시아
    • 네덜란드
    • 스웨덴
    • 폴란드
    • 기타
  • 아시아태평양(APAC)
    • 주요 요약
    • 아시아태평양 바이오인포매틱스 AI 주요 제조업체
    • 인도
    • 중국
    • 일본
    • 한국
    • 호주
    • 태국
    • 인도네시아
    • 필리핀
    • 기타
  • 라틴아메리카
    • 주요 요약
    • 라틴아메리카 바이오인포매틱스 AI 주요 제조업체
    • 브라질
    • 멕시코
    • 아르헨티나
    • 콜롬비아
    • 기타
  • 중동 및 아프리카
    • 주요 요약
    • 중동 및 아프리카 바이오인포매틱스 AI 주요 제조업체
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 이스라엘
    • 터키
    • 알제리
    • 이집트
    • 기타

제11장 주요 벤더 분석-바이오인포매틱스 산업 AI

  • 경쟁 대시보드
  • 기업 프로필
    • IBM Watson Health
    • NVIDIA Corporation
    • Microsoft Corporation
    • Illumina, Inc.
    • Amazon Web Services(AWS)
    • DNAnexus
    • 23andMe
    • Databricks
    • Sophia Genetics
    • Tempus
    • Atomwise
    • Recursion Pharmaceuticals
    • BenevolentAI
    • GNS Healthcare
    • Seven Bridges Genomics

제12장 애널리스트 전망

NJH 23.08.21

REPORT HIGHLIGHT

AI in Bioinformatics Market size was valued at USD 7,267.5 Million in 2022, expanding at a CAGR of 36.1% from 2023 to 2030.

To analyze and understand biological data, the interdisciplinary field of bioinformatics combines biology, computer science, mathematics, and statistics. In several fields of bioinformatics, insights are extracted from enormous amounts of biological data, data integration is facilitated, and decision-making is supported by AI techniques and algorithms.

AI in Bioinformatics Market- Market Dynamics:

Increasing need to analyze biological data is expected to propel the AI in Bioinformatics demand.

Biological data is frequently varied, multifaceted, and complex. When dealing with such complicated data, AI methods like machine learning and deep learning are well suited to find patterns, correlations, and prediction models. Sequence alignment, gene expression analysis, and protein structure prediction are a few examples of activities that AI can help with, and which would be difficult or time-consuming to complete using conventional techniques. The generation of biological data has grown exponentially because of improvements in high-throughput technologies like omics and next-generation sequencing. Large-scale datasets must be managed, and significant insights must be extracted in order to process, integrate, and analyze data effectively.

In personalized medicine, where therapies are customized to individual patients based on their genetic make-up, clinical data, and lifestyle factors, AI-driven methods are essential. AI can examine patient data, find biomarkers, forecast illness outcomes, and suggest tailored treatment regimens. This may result in focused medicines that are more efficient and improve patient outcomes.

AI in Bioinformatics Market- Key Insights:

  • As per the analysis shared by our research analyst, the global AI in Bioinformatics market is estimated to grow annually at a CAGR of around 36.1% over the forecast period (2023-2030)
  • The AI in Bioinformatics industry is projected to grow at a significant rate due to the growing focus on animal health and nutrition.
  • Based on Application, genomics segment was predicted to show maximum market share in the year 2022.
  • Based on End User, medical biotechnology segment is expected to hold significant market share by 2030.
  • Based on Solution segmentation, software segment was the leading in 2022
  • On the basis of region, North America was the leading revenue generator in 2022.

AI in Bioinformatics Market- Segmentation Analysis:

The Global AI in Bioinformatics Market is segmented on the basis of Solution, Application, End User, and Region.

The market is divided into two categories based on Solution: software and services. The software segment dominates the market. Growing technology development in Ai is contributing to market growth.

The market is divided into nine categories based on Application: Genomics, Microarrays, System Biology, Text Mining, Chemoinformatic & Drug Design, Proteomics, Transcriptomics, DNA Sequencing, and Others. The genomics segment dominates the market. Increasing research & development in genomics is influencing the market growth.

The market is divided into five categories based on End User: medical biotechnology, animal biotechnology, plant biotechnology, forensic Biotechnology, and others. The medical biotechnology segment dominates the market. AI in bioinformatics is gaining traction in medical biotechnology sector, which is increasing the segment growth.

AI in Bioinformatics Market- Geographical Insights:

Geographically, this market is widespread into 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.

AI in Bioinformatics Market- Competitive Landscape:

Owing to the increasing R&D investment in biotechnology solutions, which influence the AI in Bioinformatics market. Several software technology developers, including corporate websites, and applications, are used by businesses to sell their solutions. Solution providers compete on various factors, such as technology, and marketing. reputation, and availability. Some of the primary techniques, and strategies used by corporations to consolidate their reach and grow their market share include new software development, R&D expenditure, developing its distribution network and mergers & acquisitions. Some of the recent developments are mentioned below.

Recent Developments:

In June 2022, Sophia Genetics, a leader in data-driven medicine, has attained CE-IVD certification for the analytical functionality supported by its cloud-based SOPHiA DDM Platform.

Key features of the study:

  • This proposed research study on AI in Bioinformatics 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 AI in Bioinformatics market.
  • The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for AI in Bioinformatics market
  • The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the AI in Bioinformatics market
  • Impact of COVID-19 on AI in Bioinformatics market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on AI in Bioinformatics market post-COVID will also be covered.
  • In order to give the users of this report a comprehensive view on the AI in Bioinformatics market, we have also included competitive landscape and key innovator analysis for the AI in Bioinformatics 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 in Solution and strategic initiatives of players operating in the AI in Bioinformatics market.
  • In addition, the report also unveil 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 AI in Bioinformatics 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 AI IN BIOINFORMATICS MARKET KEY PLAYERS

  • IBM Watson Health
  • NVIDIA Corporation
  • Microsoft Corporation
  • Illumina, Inc.
  • Amazon Web Services (AWS)
  • DNAnexus
  • 23andMe
  • Databricks
  • Sophia Genetics
  • Tempus
  • Atomwise
  • Recursion Pharmaceuticals
  • BenevolentAI
  • GNS Healthcare
  • Seven Bridges Genomics

GLOBAL AI IN BIOINFORMATICS MARKET, BY SOLUTION

  • Software
  • Services

GLOBAL AI IN BIOINFORMATICS MARKET, BY APPLICATION

  • Genomics
  • Microarrays
  • System Biology
  • Text Mining
  • Chemoinformatic & Drug Design
  • Proteomics
  • Transcriptomics
  • DNA Sequencing
  • Others

GLOBAL AI IN BIOINFORMATICS MARKET, BY END USER

  • Medical biotechnology
  • Animal biotechnology
  • Plant biotechnology
  • Forensic biotechnology
  • Others

GLOBAL AI IN BIOINFORMATICS 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. AI in Bioinformatics Market Overview

  • 1.1. Study Scope

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. AI in Bioinformatics Market Snippet by Solution
    • 2.1.2. AI in Bioinformatics Market Snippet by Application
    • 2.1.3. AI in Bioinformatics Market Snippet by End User
    • 2.1.4. AI in Bioinformatics Market Snippet by Country
    • 2.1.5. AI in Bioinformatics Market Snippet by Region
  • 2.2. Competitive Insights

3. AI in Bioinformatics Key Market Trends

  • 3.1. AI in Bioinformatics Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. AI in Bioinformatics Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. AI in Bioinformatics Market Opportunities
  • 3.4. AI in Bioinformatics Market Future Trends

4. AI in Bioinformatics Industry Study

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

5. AI in Bioinformatics 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. AI in Bioinformatics Market Landscape

  • 6.1. AI in Bioinformatics Market Share Analysis, 2022
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. AI in Bioinformatics Market - By Solution

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

8. AI in Bioinformatics Market - By Application

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Application, 2022 & 2030 (%)
    • 8.1.2. Genomics
    • 8.1.3. Microarrays
    • 8.1.4. System Biology
    • 8.1.5. Text Mining
    • 8.1.6. Chemoinformatic & Drug Design
    • 8.1.7. Proteomics
    • 8.1.8. Transcriptomics
    • 8.1.9. DNA Sequencing
    • 8.1.10. Others

9. AI in Bioinformatics Market - By End User

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2022 & 2030 (%)
    • 9.1.2. Medical biotechnology
    • 9.1.3. Animal biotechnology
    • 9.1.4. Plant biotechnology
    • 9.1.5. Forensic biotechnology
    • 9.1.6. Others

10. AI in Bioinformatics 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. AI in Bioinformatics 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 Solution, 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 Solution, 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 Solution, 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. AI in Bioinformatics 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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. AI in Bioinformatics 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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. AI in Bioinformatics 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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. AI in Bioinformatics 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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 Solution, 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- AI in Bioinformatics Industry

  • 11.1. Competitive Dashboard
  • 11.2. Company Profiles
    • 11.2.1. IBM Watson Health
    • 11.2.2. NVIDIA Corporation
    • 11.2.3. Microsoft Corporation
    • 11.2.4. Illumina, Inc.
    • 11.2.5. Amazon Web Services (AWS)
    • 11.2.6. DNAnexus
    • 11.2.7. 23andMe
    • 11.2.8. Databricks
    • 11.2.9. Sophia Genetics
    • 11.2.10. Tempus
    • 11.2.11. Atomwise
    • 11.2.12. Recursion Pharmaceuticals
    • 11.2.13. BenevolentAI
    • 11.2.14. GNS Healthcare
    • 11.2.15. Seven Bridges Genomics

12. 360 Degree Analyst View

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us
비교리스트
0 건의 상품을 선택 중
상품 비교하기
전체삭제