Global Contrast Media Market 2022 by Company, Regions, Type and Application, Forecast to 2028

  • receipt Report ID : 267542
  • calendar_today Published On: Jan, 2022
  • file_copy Pages: 156
  • list Medical Devices
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The Contrast Media market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest study, due to COVID-19 pandemic, the global Contrast Media market size is estimated to be worth US$ 5543 million in 2021 and is forecast to a readjusted size of USD 8510.2 million by 2028 with a CAGR of 6.3% during review period. Hospitals accounting for % of the Contrast Media global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While X-ray & CT segment is altered to a % CAGR between 2022 and 2028.

Global key companies of Contrast Media include GE Healthcare, Bayer, Bracco Imaging, Guerbet Group, and Hengrui Medicine, etc. In terms of revenue, the global top four players hold a share over % in 2021.

Market segmentation

Contrast Media market is split by Type and by Application. For the period 2017-2028, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

X-ray & CT

MRI

Ultrasound

Market segment by Application, can be divided into

Hospitals

Clinics

Market segment by players, this report covers

GE Healthcare

Bayer

Bracco Imaging

Guerbet Group

Hengrui Medicine

Lantheus

YRPG

BeiLu Pharma

Market segment by regions, regional analysis covers

North America (United States, Canada, and Mexico)

Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

South America (Brazil, Argentina, Rest of South America)

Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 12 chapters:

Chapter 1, to describe Contrast Media product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top players of Contrast Media, with revenue, gross margin and global market share of Contrast Media from 2019 to 2022.

Chapter 3, the Contrast Media competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.

Chapter 4 and 5, to segment the market size by Type and application, with revenue and growth rate by Type, application, from 2017 to 2028.

Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2017 to 2022.and Contrast Media market forecast, by regions, type and application, with revenue, from 2023 to 2028.

Chapter 11 and 12, to describe Contrast Media research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Product Overview and Scope of Contrast Media

1.2 Classification of Contrast Media by Type

1.2.1 Overview: Global Contrast Media Market Size by Type: 2017 Versus 2021 Versus 2028

1.2.2 Global Contrast Media Revenue Market Share by Type in 2021

1.2.3 X-ray & CT

1.2.4 MRI

1.2.5 Ultrasound

1.3 Global Contrast Media Market by Application

1.3.1 Overview: Global Contrast Media Market Size by Application: 2017 Versus 2021 Versus 2028

1.3.2 Hospitals

1.3.3 Clinics

1.4 Global Contrast Media Market Size & Forecast

1.5 Global Contrast Media Market Size and Forecast by Region

1.5.1 Global Contrast Media Market Size by Region: 2017 VS 2021 VS 2028

1.5.2 Global Contrast Media Market Size by Region, (2017-2022)

1.5.3 North America Contrast Media Market Size and Prospect (2017-2028)

1.5.4 Europe Contrast Media Market Size and Prospect (2017-2028)

1.5.5 Asia-Pacific Contrast Media Market Size and Prospect (2017-2028)

1.5.6 South America Contrast Media Market Size and Prospect (2017-2028)

1.5.7 Middle East and Africa Contrast Media Market Size and Prospect (2017-2028)

1.6 Market Drivers, Restraints and Trends

1.6.1 Contrast Media Market Drivers

1.6.2 Contrast Media Market Restraints

1.6.3 Contrast Media Trends Analysis

2 Company Profiles

2.1 GE Healthcare

2.1.1 GE Healthcare Details

2.1.2 GE Healthcare Major Business

2.1.3 GE Healthcare Contrast Media Product and Solutions

2.1.4 GE Healthcare Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.1.5 GE Healthcare Recent Developments and Future Plans

2.2 Bayer

2.2.1 Bayer Details

2.2.2 Bayer Major Business

2.2.3 Bayer Contrast Media Product and Solutions

2.2.4 Bayer Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.2.5 Bayer Recent Developments and Future Plans

2.3 Bracco Imaging

2.3.1 Bracco Imaging Details

2.3.2 Bracco Imaging Major Business

2.3.3 Bracco Imaging Contrast Media Product and Solutions

2.3.4 Bracco Imaging Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.3.5 Bracco Imaging Recent Developments and Future Plans

2.4 Guerbet Group

2.4.1 Guerbet Group Details

2.4.2 Guerbet Group Major Business

2.4.3 Guerbet Group Contrast Media Product and Solutions

2.4.4 Guerbet Group Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.4.5 Guerbet Group Recent Developments and Future Plans

2.5 Hengrui Medicine

2.5.1 Hengrui Medicine Details

2.5.2 Hengrui Medicine Major Business

2.5.3 Hengrui Medicine Contrast Media Product and Solutions

2.5.4 Hengrui Medicine Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.5.5 Hengrui Medicine Recent Developments and Future Plans

2.6 Lantheus

2.6.1 Lantheus Details

2.6.2 Lantheus Major Business

2.6.3 Lantheus Contrast Media Product and Solutions

2.6.4 Lantheus Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.6.5 Lantheus Recent Developments and Future Plans

2.7 YRPG

2.7.1 YRPG Details

2.7.2 YRPG Major Business

2.7.3 YRPG Contrast Media Product and Solutions

2.7.4 YRPG Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.7.5 YRPG Recent Developments and Future Plans

2.8 BeiLu Pharma

2.8.1 BeiLu Pharma Details

2.8.2 BeiLu Pharma Major Business

2.8.3 BeiLu Pharma Contrast Media Product and Solutions

2.8.4 BeiLu Pharma Contrast Media Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.8.5 BeiLu Pharma Recent Developments and Future Plans

3 Market Competition, by Players

3.1 Global Contrast Media Revenue and Share by Players (2019, 2020, 2021, and 2022)

3.2 Market Concentration Rate

3.2.1 Top 3 Contrast Media Players Market Share in 2021

3.2.2 Top 10 Contrast Media Players Market Share in 2021

3.2.3 Market Competition Trend

3.3 Contrast Media Players Head Office, Products and Services Provided

3.4 Contrast Media Mergers & Acquisitions

3.5 Contrast Media New Entrants and Expansion Plans

4 Market Size Segment by Type

4.1 Global Contrast Media Revenue and Market Share by Type (2017-2022)

4.2 Global Contrast Media Market Forecast by Type (2023-2028)

5 Market Size Segment by Application

5.1 Global Contrast Media Revenue Market Share by Application (2017-2022)

5.2 Global Contrast Media Market Forecast by Application (2023-2028)

6 North America by Country, by Type, and by Application

6.1 North America Contrast Media Revenue by Type (2017-2028)

6.2 North America Contrast Media Revenue by Application (2017-2028)

6.3 North America Contrast Media Market Size by Country

6.3.1 North America Contrast Media Revenue by Country (2017-2028)

6.3.2 United States Contrast Media Market Size and Forecast (2017-2028)

6.3.3 Canada Contrast Media Market Size and Forecast (2017-2028)

6.3.4 Mexico Contrast Media Market Size and Forecast (2017-2028)

7 Europe by Country, by Type, and by Application

7.1 Europe Contrast Media Revenue by Type (2017-2028)

7.2 Europe Contrast Media Revenue by Application (2017-2028)

7.3 Europe Contrast Media Market Size by Country

7.3.1 Europe Contrast Media Revenue by Country (2017-2028)

7.3.2 Germany Contrast Media Market Size and Forecast (2017-2028)

7.3.3 France Contrast Media Market Size and Forecast (2017-2028)

7.3.4 United Kingdom Contrast Media Market Size and Forecast (2017-2028)

7.3.5 Russia Contrast Media Market Size and Forecast (2017-2028)

7.3.6 Italy Contrast Media Market Size and Forecast (2017-2028)

8 Asia-Pacific by Region, by Type, and by Application

8.1 Asia-Pacific Contrast Media Revenue by Type (2017-2028)

8.2 Asia-Pacific Contrast Media Revenue by Application (2017-2028)

8.3 Asia-Pacific Contrast Media Market Size by Region

8.3.1 Asia-Pacific Contrast Media Revenue by Region (2017-2028)

8.3.2 China Contrast Media Market Size and Forecast (2017-2028)

8.3.3 Japan Contrast Media Market Size and Forecast (2017-2028)

8.3.4 South Korea Contrast Media Market Size and Forecast (2017-2028)

8.3.5 India Contrast Media Market Size and Forecast (2017-2028)

8.3.6 Southeast Asia Contrast Media Market Size and Forecast (2017-2028)

8.3.7 Australia Contrast Media Market Size and Forecast (2017-2028)

9 South America by Country, by Type, and by Application

9.1 South America Contrast Media Revenue by Type (2017-2028)

9.2 South America Contrast Media Revenue by Application (2017-2028)

9.3 South America Contrast Media Market Size by Country

9.3.1 South America Contrast Media Revenue by Country (2017-2028)

9.3.2 Brazil Contrast Media Market Size and Forecast (2017-2028)

9.3.3 Argentina Contrast Media Market Size and Forecast (2017-2028)

10 Middle East & Africa by Country, by Type, and by Application

10.1 Middle East & Africa Contrast Media Revenue by Type (2017-2028)

10.2 Middle East & Africa Contrast Media Revenue by Application (2017-2028)

10.3 Middle East & Africa Contrast Media Market Size by Country

10.3.1 Middle East & Africa Contrast Media Revenue by Country (2017-2028)

10.3.2 Turkey Contrast Media Market Size and Forecast (2017-2028)

10.3.3 Saudi Arabia Contrast Media Market Size and Forecast (2017-2028)

10.3.4 UAE Contrast Media Market Size and Forecast (2017-2028)

11 Research Findings and Conclusion

12 Appendix

12.1 Methodology

12.2 Research Process and Data Source

12.3 Disclaimer

List of Tables

Table 1. Global Contrast Media Revenue by Type, (USD Million), 2017 VS 2021 VS 2028

Table 2. Global Contrast Media Revenue by Application, (USD Million), 2017 VS 2021 VS 2028

Table 3. Global Market Contrast Media Revenue (Million USD) Comparison by Region (2017 VS 2021 VS 2028)

Table 4. Global Contrast Media Revenue (USD Million) by Region (2017-2022)

Table 5. Global Contrast Media Revenue Market Share by Region (2023-2028)

Table 6. GE Healthcare Corporate Information, Head Office, and Major Competitors

Table 7. GE Healthcare Major Business

Table 8. GE Healthcare Contrast Media Product and Solutions

Table 9. GE Healthcare Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 10. Bayer Corporate Information, Head Office, and Major Competitors

Table 11. Bayer Major Business

Table 12. Bayer Contrast Media Product and Solutions

Table 13. Bayer Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 14. Bracco Imaging Corporate Information, Head Office, and Major Competitors

Table 15. Bracco Imaging Major Business

Table 16. Bracco Imaging Contrast Media Product and Solutions

Table 17. Bracco Imaging Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 18. Guerbet Group Corporate Information, Head Office, and Major Competitors

Table 19. Guerbet Group Major Business

Table 20. Guerbet Group Contrast Media Product and Solutions

Table 21. Guerbet Group Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 22. Hengrui Medicine Corporate Information, Head Office, and Major Competitors

Table 23. Hengrui Medicine Major Business

Table 24. Hengrui Medicine Contrast Media Product and Solutions

Table 25. Hengrui Medicine Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 26. Lantheus Corporate Information, Head Office, and Major Competitors

Table 27. Lantheus Major Business

Table 28. Lantheus Contrast Media Product and Solutions

Table 29. Lantheus Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 30. YRPG Corporate Information, Head Office, and Major Competitors

Table 31. YRPG Major Business

Table 32. YRPG Contrast Media Product and Solutions

Table 33. YRPG Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 34. BeiLu Pharma Corporate Information, Head Office, and Major Competitors

Table 35. BeiLu Pharma Major Business

Table 36. BeiLu Pharma Contrast Media Product and Solutions

Table 37. BeiLu Pharma Contrast Media Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 38. Global Contrast Media Revenue (USD Million) by Players (2019, 2020, 2021, and 2022)

Table 39. Global Contrast Media Revenue Share by Players (2019, 2020, 2021, and 2022)

Table 40. Breakdown of Contrast Media by Company Type (Tier 1, Tier 2 and Tier 3)

Table 41. Contrast Media Players Head Office, Products and Services Provided

Table 42. Contrast Media Mergers & Acquisitions in the Past Five Years

Table 43. Contrast Media New Entrants and Expansion Plans

Table 44. Global Contrast Media Revenue (USD Million) by Type (2017-2022)

Table 45. Global Contrast Media Revenue Share by Type (2017-2022)

Table 46. Global Contrast Media Revenue Forecast by Type (2023-2028)

Table 47. Global Contrast Media Revenue by Application (2017-2022)

Table 48. Global Contrast Media Revenue Forecast by Application (2023-2028)

Table 49. North America Contrast Media Revenue by Type (2017-2022) & (USD Million)

Table 50. North America Contrast Media Revenue by Type (2023-2028) & (USD Million)

Table 51. North America Contrast Media Revenue by Application (2017-2022) & (USD Million)

Table 52. North America Contrast Media Revenue by Application (2023-2028) & (USD Million)

Table 53. North America Contrast Media Revenue by Country (2017-2022) & (USD Million)

Table 54. North America Contrast Media Revenue by Country (2023-2028) & (USD Million)

Table 55. Europe Contrast Media Revenue by Type (2017-2022) & (USD Million)

Table 56. Europe Contrast Media Revenue by Type (2023-2028) & (USD Million)

Table 57. Europe Contrast Media Revenue by Application (2017-2022) & (USD Million)

Table 58. Europe Contrast Media Revenue by Application (2023-2028) & (USD Million)

Table 59. Europe Contrast Media Revenue by Country (2017-2022) & (USD Million)

Table 60. Europe Contrast Media Revenue by Country (2023-2028) & (USD Million)

Table 61. Asia-Pacific Contrast Media Revenue by Type (2017-2022) & (USD Million)

Table 62. Asia-Pacific Contrast Media Revenue by Type (2023-2028) & (USD Million)

Table 63. Asia-Pacific Contrast Media Revenue by Application (2017-2022) & (USD Million)

Table 64. Asia-Pacific Contrast Media Revenue by Application (2023-2028) & (USD Million)

Table 65. Asia-Pacific Contrast Media Revenue by Region (2017-2022) & (USD Million)

Table 66. Asia-Pacific Contrast Media Revenue by Region (2023-2028) & (USD Million)

Table 67. South America Contrast Media Revenue by Type (2017-2022) & (USD Million)

Table 68. South America Contrast Media Revenue by Type (2023-2028) & (USD Million)

Table 69. South America Contrast Media Revenue by Application (2017-2022) & (USD Million)

Table 70. South America Contrast Media Revenue by Application (2023-2028) & (USD Million)

Table 71. South America Contrast Media Revenue by Country (2017-2022) & (USD Million)

Table 72. South America Contrast Media Revenue by Country (2023-2028) & (USD Million)

Table 73. Middle East & Africa Contrast Media Revenue by Type (2017-2022) & (USD Million)

Table 74. Middle East & Africa Contrast Media Revenue by Type (2023-2028) & (USD Million)

Table 75. Middle East & Africa Contrast Media Revenue by Application (2017-2022) & (USD Million)

Table 76. Middle East & Africa Contrast Media Revenue by Application (2023-2028) & (USD Million)

Table 77. Middle East & Africa Contrast Media Revenue by Country (2017-2022) & (USD Million)

Table 78. Middle East & Africa Contrast Media Revenue by Country (2023-2028) & (USD Million)

List of Figures

Figure 1. Contrast Media Picture

Figure 2. Global Contrast Media Revenue Market Share by Type in 2021

Figure 3. X-ray & CT

Figure 4. MRI

Figure 5. Ultrasound

Figure 6. Contrast Media Revenue Market Share by Application in 2021

Figure 7. Hospitals Picture

Figure 8. Clinics Picture

Figure 9. Global Contrast Media Market Size, (USD Million): 2017 VS 2021 VS 2028

Figure 10. Global Contrast Media Revenue and Forecast (2017-2028) & (USD Million)

Figure 11. Global Contrast Media Revenue Market Share by Region (2017-2028)

Figure 12. Global Contrast Media Revenue Market Share by Region in 2021

Figure 13. North America Contrast Media Revenue (USD Million) and Growth Rate (2017-2028)

Figure 14. Europe Contrast Media Revenue (USD Million) and Growth Rate (2017-2028)

Figure 15. Asia-Pacific Contrast Media Revenue (USD Million) and Growth Rate (2017-2028)

Figure 16. South America Contrast Media Revenue (USD Million) and Growth Rate (2017-2028)

Figure 17. Middle East and Africa Contrast Media Revenue (USD Million) and Growth Rate (2017-2028)

Figure 18. Contrast Media Market Drivers

Figure 19. Contrast Media Market Restraints

Figure 20. Contrast Media Market Trends

Figure 21. GE Healthcare Recent Developments and Future Plans

Figure 22. Bayer Recent Developments and Future Plans

Figure 23. Bracco Imaging Recent Developments and Future Plans

Figure 24. Guerbet Group Recent Developments and Future Plans

Figure 25. Hengrui Medicine Recent Developments and Future Plans

Figure 26. Lantheus Recent Developments and Future Plans

Figure 27. YRPG Recent Developments and Future Plans

Figure 28. BeiLu Pharma Recent Developments and Future Plans

Figure 29. Global Contrast Media Revenue Share by Players in 2021

Figure 30. Contrast Media Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2021

Figure 31. Global Top 3 Players Contrast Media Revenue Market Share in 2021

Figure 32. Global Top 10 Players Contrast Media Revenue Market Share in 2021

Figure 33. Key Players Market Share Trend (Top 3 Market Share: 2020 VS 2021 VS 2022)

Figure 34. Global Contrast Media Revenue Share by Type in 2021

Figure 35. Global Contrast Media Market Share Forecast by Type (2023-2028)

Figure 36. Global Contrast Media Revenue Share by Application in 2021

Figure 37. Global Contrast Media Market Share Forecast by Application (2023-2028)

Figure 38. North America Contrast Media Sales Market Share by Type (2017-2028)

Figure 39. North America Contrast Media Sales Market Share by Application (2017-2028)

Figure 40. North America Contrast Media Revenue Market Share by Country (2017-2028)

Figure 41. United States Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 42. Canada Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 43. Mexico Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 44. Europe Contrast Media Sales Market Share by Type (2017-2028)

Figure 45. Europe Contrast Media Sales Market Share by Application (2017-2028)

Figure 46. Europe Contrast Media Revenue Market Share by Country (2017-2028)

Figure 47. Germany Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 48. France Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 49. United Kingdom Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 50. Russia Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 51. Italy Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 52. Asia-Pacific Contrast Media Sales Market Share by Type (2017-2028)

Figure 53. Asia-Pacific Contrast Media Sales Market Share by Application (2017-2028)

Figure 54. Asia-Pacific Contrast Media Revenue Market Share by Region (2017-2028)

Figure 55. China Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 56. Japan Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 57. South Korea Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 58. India Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 59. Southeast Asia Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 60. Australia Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 61. South America Contrast Media Sales Market Share by Type (2017-2028)

Figure 62. South America Contrast Media Sales Market Share by Application (2017-2028)

Figure 63. South America Contrast Media Revenue Market Share by Country (2017-2028)

Figure 64. Brazil Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 65. Argentina Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 66. Middle East and Africa Contrast Media Sales Market Share by Type (2017-2028)

Figure 67. Middle East and Africa Contrast Media Sales Market Share by Application (2017-2028)

Figure 68. Middle East and Africa Contrast Media Revenue Market Share by Country (2017-2028)

Figure 69. Turkey Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 70. Saudi Arabia Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 71. UAE Contrast Media Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 72. Methodology

Figure 73. Research Process and Data Source

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