AI in Bioinformatics Market, By Solution, By Application (Genomics, Microarrays, System Biology, Text Mining, Chemoinformatic & Drug Design, Proteomics, Transcriptomics, DNA Sequencing, Others), By End User (Medical biotechnology, Animal biotechnology, Plant biotechnology, Forensic biotechnology, others), By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
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.
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 CONTENT
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
