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Global Computational Biology Software Market Research Report 2024
Published Date: May 2024
|
Report Code: QYRE-Auto-19Z5949
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Global and United States Computational Biology Software Market Report Forecast 2022 2028
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Global Computational Biology Software Market Research Report 2024

Code: QYRE-Auto-19Z5949
Report
May 2024
Pages:72
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Computational Biology Software Market

Computational biology involves the development and application of data-analytical and theoretical methods, mathematical modeling and computational simulation techniques to the study of biological, ecological, behavioral and social systems.
The global Computational Biology Software market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of % during the forecast period 2024-2030.
North American market for Computational Biology Software is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Computational Biology Software is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The global market for Computational Biology Software in Cellular and Biological Simulation is estimated to increase from $ million in 2023 to $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global companies of Computational Biology Software include Chemical Computing Group, Accelrys, Compugen, Entelos, Insilico Biotechnology, Genedata, Leadscope and Simulation Plus, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Computational Biology Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Computational Biology Software.

Report Scope

The Computational Biology Software market size, estimations, and forecasts are provided in terms of revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Computational Biology Software market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Computational Biology Software companies, new entrants, and industry chain related companies in this market with information on the revenues, sales volume, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Computational Biology Software Market Report

Report Metric Details
Report Name Computational Biology Software Market
Segment by Type
  • Cloud Based
  • On-Premise
Segment by Application
  • Cellular and Biological Simulation
  • Drug Discovery and Disease Modelling
  • Preclinical Drug Development
  • Clinical Trials
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Chemical Computing Group, Accelrys, Compugen, Entelos, Insilico Biotechnology, Genedata, Leadscope, Simulation Plus
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Computational Biology Software companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Computational Biology Software Market report?

Ans: The main players in the Computational Biology Software Market are Chemical Computing Group, Accelrys, Compugen, Entelos, Insilico Biotechnology, Genedata, Leadscope, Simulation Plus

What are the Application segmentation covered in the Computational Biology Software Market report?

Ans: The Applications covered in the Computational Biology Software Market report are Cellular and Biological Simulation, Drug Discovery and Disease Modelling, Preclinical Drug Development, Clinical Trials

What are the Type segmentation covered in the Computational Biology Software Market report?

Ans: The Types covered in the Computational Biology Software Market report are Cloud Based, On-Premise

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Computational Biology Software Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Cloud Based
1.2.3 On-Premise
1.3 Market by Application
1.3.1 Global Computational Biology Software Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Cellular and Biological Simulation
1.3.3 Drug Discovery and Disease Modelling
1.3.4 Preclinical Drug Development
1.3.5 Clinical Trials
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Computational Biology Software Market Perspective (2019-2030)
2.2 Computational Biology Software Growth Trends by Region
2.2.1 Global Computational Biology Software Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Computational Biology Software Historic Market Size by Region (2019-2024)
2.2.3 Computational Biology Software Forecasted Market Size by Region (2025-2030)
2.3 Computational Biology Software Market Dynamics
2.3.1 Computational Biology Software Industry Trends
2.3.2 Computational Biology Software Market Drivers
2.3.3 Computational Biology Software Market Challenges
2.3.4 Computational Biology Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Computational Biology Software Players by Revenue
3.1.1 Global Top Computational Biology Software Players by Revenue (2019-2024)
3.1.2 Global Computational Biology Software Revenue Market Share by Players (2019-2024)
3.2 Global Computational Biology Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Computational Biology Software Revenue
3.4 Global Computational Biology Software Market Concentration Ratio
3.4.1 Global Computational Biology Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Computational Biology Software Revenue in 2023
3.5 Computational Biology Software Key Players Head office and Area Served
3.6 Key Players Computational Biology Software Product Solution and Service
3.7 Date of Enter into Computational Biology Software Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Computational Biology Software Breakdown Data by Type
4.1 Global Computational Biology Software Historic Market Size by Type (2019-2024)
4.2 Global Computational Biology Software Forecasted Market Size by Type (2025-2030)
5 Computational Biology Software Breakdown Data by Application
5.1 Global Computational Biology Software Historic Market Size by Application (2019-2024)
5.2 Global Computational Biology Software Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Computational Biology Software Market Size (2019-2030)
6.2 North America Computational Biology Software Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Computational Biology Software Market Size by Country (2019-2024)
6.4 North America Computational Biology Software Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Computational Biology Software Market Size (2019-2030)
7.2 Europe Computational Biology Software Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Computational Biology Software Market Size by Country (2019-2024)
7.4 Europe Computational Biology Software Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Computational Biology Software Market Size (2019-2030)
8.2 Asia-Pacific Computational Biology Software Market Growth Rate by Region: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Computational Biology Software Market Size by Region (2019-2024)
8.4 Asia-Pacific Computational Biology Software Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Computational Biology Software Market Size (2019-2030)
9.2 Latin America Computational Biology Software Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Computational Biology Software Market Size by Country (2019-2024)
9.4 Latin America Computational Biology Software Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Computational Biology Software Market Size (2019-2030)
10.2 Middle East & Africa Computational Biology Software Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Computational Biology Software Market Size by Country (2019-2024)
10.4 Middle East & Africa Computational Biology Software Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Chemical Computing Group
11.1.1 Chemical Computing Group Company Detail
11.1.2 Chemical Computing Group Business Overview
11.1.3 Chemical Computing Group Computational Biology Software Introduction
11.1.4 Chemical Computing Group Revenue in Computational Biology Software Business (2019-2024)
11.1.5 Chemical Computing Group Recent Development
11.2 Accelrys
11.2.1 Accelrys Company Detail
11.2.2 Accelrys Business Overview
11.2.3 Accelrys Computational Biology Software Introduction
11.2.4 Accelrys Revenue in Computational Biology Software Business (2019-2024)
11.2.5 Accelrys Recent Development
11.3 Compugen
11.3.1 Compugen Company Detail
11.3.2 Compugen Business Overview
11.3.3 Compugen Computational Biology Software Introduction
11.3.4 Compugen Revenue in Computational Biology Software Business (2019-2024)
11.3.5 Compugen Recent Development
11.4 Entelos
11.4.1 Entelos Company Detail
11.4.2 Entelos Business Overview
11.4.3 Entelos Computational Biology Software Introduction
11.4.4 Entelos Revenue in Computational Biology Software Business (2019-2024)
11.4.5 Entelos Recent Development
11.5 Insilico Biotechnology
11.5.1 Insilico Biotechnology Company Detail
11.5.2 Insilico Biotechnology Business Overview
11.5.3 Insilico Biotechnology Computational Biology Software Introduction
11.5.4 Insilico Biotechnology Revenue in Computational Biology Software Business (2019-2024)
11.5.5 Insilico Biotechnology Recent Development
11.6 Genedata
11.6.1 Genedata Company Detail
11.6.2 Genedata Business Overview
11.6.3 Genedata Computational Biology Software Introduction
11.6.4 Genedata Revenue in Computational Biology Software Business (2019-2024)
11.6.5 Genedata Recent Development
11.7 Leadscope
11.7.1 Leadscope Company Detail
11.7.2 Leadscope Business Overview
11.7.3 Leadscope Computational Biology Software Introduction
11.7.4 Leadscope Revenue in Computational Biology Software Business (2019-2024)
11.7.5 Leadscope Recent Development
11.8 Simulation Plus
11.8.1 Simulation Plus Company Detail
11.8.2 Simulation Plus Business Overview
11.8.3 Simulation Plus Computational Biology Software Introduction
11.8.4 Simulation Plus Revenue in Computational Biology Software Business (2019-2024)
11.8.5 Simulation Plus Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
    Table 1. Global Computational Biology Software Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
    Table 2. Key Players of Cloud Based
    Table 3. Key Players of On-Premise
    Table 4. Global Computational Biology Software Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
    Table 5. Global Computational Biology Software Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 6. Global Computational Biology Software Market Size by Region (2019-2024) & (US$ Million)
    Table 7. Global Computational Biology Software Market Share by Region (2019-2024)
    Table 8. Global Computational Biology Software Forecasted Market Size by Region (2025-2030) & (US$ Million)
    Table 9. Global Computational Biology Software Market Share by Region (2025-2030)
    Table 10. Computational Biology Software Market Trends
    Table 11. Computational Biology Software Market Drivers
    Table 12. Computational Biology Software Market Challenges
    Table 13. Computational Biology Software Market Restraints
    Table 14. Global Computational Biology Software Revenue by Players (2019-2024) & (US$ Million)
    Table 15. Global Computational Biology Software Market Share by Players (2019-2024)
    Table 16. Global Top Computational Biology Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Computational Biology Software as of 2023)
    Table 17. Ranking of Global Top Computational Biology Software Companies by Revenue (US$ Million) in 2023
    Table 18. Global 5 Largest Players Market Share by Computational Biology Software Revenue (CR5 and HHI) & (2019-2024)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Computational Biology Software Product Solution and Service
    Table 21. Date of Enter into Computational Biology Software Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Computational Biology Software Market Size by Type (2019-2024) & (US$ Million)
    Table 24. Global Computational Biology Software Revenue Market Share by Type (2019-2024)
    Table 25. Global Computational Biology Software Forecasted Market Size by Type (2025-2030) & (US$ Million)
    Table 26. Global Computational Biology Software Revenue Market Share by Type (2025-2030)
    Table 27. Global Computational Biology Software Market Size by Application (2019-2024) & (US$ Million)
    Table 28. Global Computational Biology Software Revenue Market Share by Application (2019-2024)
    Table 29. Global Computational Biology Software Forecasted Market Size by Application (2025-2030) & (US$ Million)
    Table 30. Global Computational Biology Software Revenue Market Share by Application (2025-2030)
    Table 31. North America Computational Biology Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 32. North America Computational Biology Software Market Size by Country (2019-2024) & (US$ Million)
    Table 33. North America Computational Biology Software Market Size by Country (2025-2030) & (US$ Million)
    Table 34. Europe Computational Biology Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 35. Europe Computational Biology Software Market Size by Country (2019-2024) & (US$ Million)
    Table 36. Europe Computational Biology Software Market Size by Country (2025-2030) & (US$ Million)
    Table 37. Asia-Pacific Computational Biology Software Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030
    Table 38. Asia-Pacific Computational Biology Software Market Size by Region (2019-2024) & (US$ Million)
    Table 39. Asia-Pacific Computational Biology Software Market Size by Region (2025-2030) & (US$ Million)
    Table 40. Latin America Computational Biology Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 41. Latin America Computational Biology Software Market Size by Country (2019-2024) & (US$ Million)
    Table 42. Latin America Computational Biology Software Market Size by Country (2025-2030) & (US$ Million)
    Table 43. Middle East & Africa Computational Biology Software Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
    Table 44. Middle East & Africa Computational Biology Software Market Size by Country (2019-2024) & (US$ Million)
    Table 45. Middle East & Africa Computational Biology Software Market Size by Country (2025-2030) & (US$ Million)
    Table 46. Chemical Computing Group Company Detail
    Table 47. Chemical Computing Group Business Overview
    Table 48. Chemical Computing Group Computational Biology Software Product
    Table 49. Chemical Computing Group Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 50. Chemical Computing Group Recent Development
    Table 51. Accelrys Company Detail
    Table 52. Accelrys Business Overview
    Table 53. Accelrys Computational Biology Software Product
    Table 54. Accelrys Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 55. Accelrys Recent Development
    Table 56. Compugen Company Detail
    Table 57. Compugen Business Overview
    Table 58. Compugen Computational Biology Software Product
    Table 59. Compugen Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 60. Compugen Recent Development
    Table 61. Entelos Company Detail
    Table 62. Entelos Business Overview
    Table 63. Entelos Computational Biology Software Product
    Table 64. Entelos Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 65. Entelos Recent Development
    Table 66. Insilico Biotechnology Company Detail
    Table 67. Insilico Biotechnology Business Overview
    Table 68. Insilico Biotechnology Computational Biology Software Product
    Table 69. Insilico Biotechnology Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 70. Insilico Biotechnology Recent Development
    Table 71. Genedata Company Detail
    Table 72. Genedata Business Overview
    Table 73. Genedata Computational Biology Software Product
    Table 74. Genedata Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 75. Genedata Recent Development
    Table 76. Leadscope Company Detail
    Table 77. Leadscope Business Overview
    Table 78. Leadscope Computational Biology Software Product
    Table 79. Leadscope Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 80. Leadscope Recent Development
    Table 81. Simulation Plus Company Detail
    Table 82. Simulation Plus Business Overview
    Table 83. Simulation Plus Computational Biology Software Product
    Table 84. Simulation Plus Revenue in Computational Biology Software Business (2019-2024) & (US$ Million)
    Table 85. Simulation Plus Recent Development
    Table 86. Research Programs/Design for This Report
    Table 87. Key Data Information from Secondary Sources
    Table 88. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Computational Biology Software Market Size Comparison by Type (2024-2030) & (US$ Million)
    Figure 2. Global Computational Biology Software Market Share by Type: 2023 VS 2030
    Figure 3. Cloud Based Features
    Figure 4. On-Premise Features
    Figure 5. Global Computational Biology Software Market Size Comparison by Application (2024-2030) & (US$ Million)
    Figure 6. Global Computational Biology Software Market Share by Application: 2023 VS 2030
    Figure 7. Cellular and Biological Simulation Case Studies
    Figure 8. Drug Discovery and Disease Modelling Case Studies
    Figure 9. Preclinical Drug Development Case Studies
    Figure 10. Clinical Trials Case Studies
    Figure 11. Computational Biology Software Report Years Considered
    Figure 12. Global Computational Biology Software Market Size (US$ Million), Year-over-Year: 2019-2030
    Figure 13. Global Computational Biology Software Market Size, (US$ Million), 2019 VS 2023 VS 2030
    Figure 14. Global Computational Biology Software Market Share by Region: 2023 VS 2030
    Figure 15. Global Computational Biology Software Market Share by Players in 2023
    Figure 16. Global Top Computational Biology Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Computational Biology Software as of 2023)
    Figure 17. The Top 10 and 5 Players Market Share by Computational Biology Software Revenue in 2023
    Figure 18. North America Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 19. North America Computational Biology Software Market Share by Country (2019-2030)
    Figure 20. United States Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 21. Canada Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 22. Europe Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 23. Europe Computational Biology Software Market Share by Country (2019-2030)
    Figure 24. Germany Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 25. France Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 26. U.K. Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 27. Italy Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 28. Russia Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 29. Nordic Countries Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 30. Asia-Pacific Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 31. Asia-Pacific Computational Biology Software Market Share by Region (2019-2030)
    Figure 32. China Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 33. Japan Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 34. South Korea Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 35. Southeast Asia Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 36. India Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 37. Australia Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 38. Latin America Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 39. Latin America Computational Biology Software Market Share by Country (2019-2030)
    Figure 40. Mexico Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 41. Brazil Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 42. Middle East & Africa Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 43. Middle East & Africa Computational Biology Software Market Share by Country (2019-2030)
    Figure 44. Turkey Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 45. Saudi Arabia Computational Biology Software Market Size YoY Growth (2019-2030) & (US$ Million)
    Figure 46. Chemical Computing Group Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 47. Accelrys Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 48. Compugen Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 49. Entelos Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 50. Insilico Biotechnology Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 51. Genedata Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 52. Leadscope Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 53. Simulation Plus Revenue Growth Rate in Computational Biology Software Business (2019-2024)
    Figure 54. Bottom-up and Top-down Approaches for This Report
    Figure 55. Data Triangulation
    Figure 56. Key Executives Interviewed
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