Medical Care

Global Breast Cancer Diagnostic Technologies Market Research Report 2025

This report aims to provide a comprehensive presentation of the global market for Breast Cancer Diagnostic Technologies, 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 Breast Cancer Diagnostic Technologies.
The Breast Cancer Diagnostic Technologies market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Breast Cancer Diagnostic Technologies 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 Breast Cancer Diagnostic Technologies companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Abbvie
Abbott
Bristol-Myers Squibb
Agilent Technologies
Novartis
Pfizer
Segment by Type
Mammography
Biopsy
Companion Diagnostics
Segment by Application
Hospitals
Clinics
Others
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
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 Breast Cancer Diagnostic Technologies company 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.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Breast Cancer Diagnostic Technologies Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Mammography
1.2.3 Biopsy
1.2.4 Companion Diagnostics
1.3 Market by Application
1.3.1 Global Breast Cancer Diagnostic Technologies Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Hospitals
1.3.3 Clinics
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Breast Cancer Diagnostic Technologies Market Perspective (2020-2031)
2.2 Global Breast Cancer Diagnostic Technologies Growth Trends by Region
2.2.1 Global Breast Cancer Diagnostic Technologies Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Breast Cancer Diagnostic Technologies Historic Market Size by Region (2020-2025)
2.2.3 Breast Cancer Diagnostic Technologies Forecasted Market Size by Region (2026-2031)
2.3 Breast Cancer Diagnostic Technologies Market Dynamics
2.3.1 Breast Cancer Diagnostic Technologies Industry Trends
2.3.2 Breast Cancer Diagnostic Technologies Market Drivers
2.3.3 Breast Cancer Diagnostic Technologies Market Challenges
2.3.4 Breast Cancer Diagnostic Technologies Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Breast Cancer Diagnostic Technologies Players by Revenue
3.1.1 Global Top Breast Cancer Diagnostic Technologies Players by Revenue (2020-2025)
3.1.2 Global Breast Cancer Diagnostic Technologies Revenue Market Share by Players (2020-2025)
3.2 Global Breast Cancer Diagnostic Technologies Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Breast Cancer Diagnostic Technologies Revenue
3.4 Global Breast Cancer Diagnostic Technologies Market Concentration Ratio
3.4.1 Global Breast Cancer Diagnostic Technologies Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Breast Cancer Diagnostic Technologies Revenue in 2024
3.5 Global Key Players of Breast Cancer Diagnostic Technologies Head office and Area Served
3.6 Global Key Players of Breast Cancer Diagnostic Technologies, Product and Application
3.7 Global Key Players of Breast Cancer Diagnostic Technologies, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Breast Cancer Diagnostic Technologies Breakdown Data by Type
4.1 Global Breast Cancer Diagnostic Technologies Historic Market Size by Type (2020-2025)
4.2 Global Breast Cancer Diagnostic Technologies Forecasted Market Size by Type (2026-2031)
5 Breast Cancer Diagnostic Technologies Breakdown Data by Application
5.1 Global Breast Cancer Diagnostic Technologies Historic Market Size by Application (2020-2025)
5.2 Global Breast Cancer Diagnostic Technologies Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Breast Cancer Diagnostic Technologies Market Size (2020-2031)
6.2 North America Breast Cancer Diagnostic Technologies Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025)
6.4 North America Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Breast Cancer Diagnostic Technologies Market Size (2020-2031)
7.2 Europe Breast Cancer Diagnostic Technologies Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025)
7.4 Europe Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031)
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 Breast Cancer Diagnostic Technologies Market Size (2020-2031)
8.2 Asia-Pacific Breast Cancer Diagnostic Technologies Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Breast Cancer Diagnostic Technologies Market Size by Region (2020-2025)
8.4 Asia-Pacific Breast Cancer Diagnostic Technologies Market Size by Region (2026-2031)
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 Breast Cancer Diagnostic Technologies Market Size (2020-2031)
9.2 Latin America Breast Cancer Diagnostic Technologies Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025)
9.4 Latin America Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Breast Cancer Diagnostic Technologies Market Size (2020-2031)
10.2 Middle East & Africa Breast Cancer Diagnostic Technologies Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025)
10.4 Middle East & Africa Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Abbvie
11.1.1 Abbvie Company Details
11.1.2 Abbvie Business Overview
11.1.3 Abbvie Breast Cancer Diagnostic Technologies Introduction
11.1.4 Abbvie Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.1.5 Abbvie Recent Development
11.2 Abbott
11.2.1 Abbott Company Details
11.2.2 Abbott Business Overview
11.2.3 Abbott Breast Cancer Diagnostic Technologies Introduction
11.2.4 Abbott Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.2.5 Abbott Recent Development
11.3 Bristol-Myers Squibb
11.3.1 Bristol-Myers Squibb Company Details
11.3.2 Bristol-Myers Squibb Business Overview
11.3.3 Bristol-Myers Squibb Breast Cancer Diagnostic Technologies Introduction
11.3.4 Bristol-Myers Squibb Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.3.5 Bristol-Myers Squibb Recent Development
11.4 Agilent Technologies
11.4.1 Agilent Technologies Company Details
11.4.2 Agilent Technologies Business Overview
11.4.3 Agilent Technologies Breast Cancer Diagnostic Technologies Introduction
11.4.4 Agilent Technologies Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.4.5 Agilent Technologies Recent Development
11.5 Novartis
11.5.1 Novartis Company Details
11.5.2 Novartis Business Overview
11.5.3 Novartis Breast Cancer Diagnostic Technologies Introduction
11.5.4 Novartis Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.5.5 Novartis Recent Development
11.6 Pfizer
11.6.1 Pfizer Company Details
11.6.2 Pfizer Business Overview
11.6.3 Pfizer Breast Cancer Diagnostic Technologies Introduction
11.6.4 Pfizer Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025)
11.6.5 Pfizer Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
Table 1. Global Breast Cancer Diagnostic Technologies Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Mammography
Table 3. Key Players of Biopsy
Table 4. Key Players of Companion Diagnostics
Table 5. Global Breast Cancer Diagnostic Technologies Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Breast Cancer Diagnostic Technologies Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Breast Cancer Diagnostic Technologies Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global Breast Cancer Diagnostic Technologies Market Share by Region (2020-2025)
Table 9. Global Breast Cancer Diagnostic Technologies Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global Breast Cancer Diagnostic Technologies Market Share by Region (2026-2031)
Table 11. Breast Cancer Diagnostic Technologies Market Trends
Table 12. Breast Cancer Diagnostic Technologies Market Drivers
Table 13. Breast Cancer Diagnostic Technologies Market Challenges
Table 14. Breast Cancer Diagnostic Technologies Market Restraints
Table 15. Global Breast Cancer Diagnostic Technologies Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global Breast Cancer Diagnostic Technologies Market Share by Players (2020-2025)
Table 17. Global Top Breast Cancer Diagnostic Technologies Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Breast Cancer Diagnostic Technologies as of 2024)
Table 18. Ranking of Global Top Breast Cancer Diagnostic Technologies Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by Breast Cancer Diagnostic Technologies Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of Breast Cancer Diagnostic Technologies, Headquarters and Area Served
Table 21. Global Key Players of Breast Cancer Diagnostic Technologies, Product and Application
Table 22. Global Key Players of Breast Cancer Diagnostic Technologies, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Breast Cancer Diagnostic Technologies Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global Breast Cancer Diagnostic Technologies Revenue Market Share by Type (2020-2025)
Table 26. Global Breast Cancer Diagnostic Technologies Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global Breast Cancer Diagnostic Technologies Revenue Market Share by Type (2026-2031)
Table 28. Global Breast Cancer Diagnostic Technologies Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global Breast Cancer Diagnostic Technologies Revenue Market Share by Application (2020-2025)
Table 30. Global Breast Cancer Diagnostic Technologies Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global Breast Cancer Diagnostic Technologies Revenue Market Share by Application (2026-2031)
Table 32. North America Breast Cancer Diagnostic Technologies Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe Breast Cancer Diagnostic Technologies Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific Breast Cancer Diagnostic Technologies Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific Breast Cancer Diagnostic Technologies Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific Breast Cancer Diagnostic Technologies Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America Breast Cancer Diagnostic Technologies Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa Breast Cancer Diagnostic Technologies Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa Breast Cancer Diagnostic Technologies Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa Breast Cancer Diagnostic Technologies Market Size by Country (2026-2031) & (US$ Million)
Table 47. Abbvie Company Details
Table 48. Abbvie Business Overview
Table 49. Abbvie Breast Cancer Diagnostic Technologies Product
Table 50. Abbvie Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 51. Abbvie Recent Development
Table 52. Abbott Company Details
Table 53. Abbott Business Overview
Table 54. Abbott Breast Cancer Diagnostic Technologies Product
Table 55. Abbott Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 56. Abbott Recent Development
Table 57. Bristol-Myers Squibb Company Details
Table 58. Bristol-Myers Squibb Business Overview
Table 59. Bristol-Myers Squibb Breast Cancer Diagnostic Technologies Product
Table 60. Bristol-Myers Squibb Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 61. Bristol-Myers Squibb Recent Development
Table 62. Agilent Technologies Company Details
Table 63. Agilent Technologies Business Overview
Table 64. Agilent Technologies Breast Cancer Diagnostic Technologies Product
Table 65. Agilent Technologies Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 66. Agilent Technologies Recent Development
Table 67. Novartis Company Details
Table 68. Novartis Business Overview
Table 69. Novartis Breast Cancer Diagnostic Technologies Product
Table 70. Novartis Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 71. Novartis Recent Development
Table 72. Pfizer Company Details
Table 73. Pfizer Business Overview
Table 74. Pfizer Breast Cancer Diagnostic Technologies Product
Table 75. Pfizer Revenue in Breast Cancer Diagnostic Technologies Business (2020-2025) & (US$ Million)
Table 76. Pfizer Recent Development
Table 77. Research Programs/Design for This Report
Table 78. Key Data Information from Secondary Sources
Table 79. Key Data Information from Primary Sources
Table 80. Authors List of This Report


List of Figures
Figure 1. Breast Cancer Diagnostic Technologies Picture
Figure 2. Global Breast Cancer Diagnostic Technologies Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Breast Cancer Diagnostic Technologies Market Share by Type: 2024 VS 2031
Figure 4. Mammography Features
Figure 5. Biopsy Features
Figure 6. Companion Diagnostics Features
Figure 7. Global Breast Cancer Diagnostic Technologies Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global Breast Cancer Diagnostic Technologies Market Share by Application: 2024 VS 2031
Figure 9. Hospitals Case Studies
Figure 10. Clinics Case Studies
Figure 11. Others Case Studies
Figure 12. Breast Cancer Diagnostic Technologies Report Years Considered
Figure 13. Global Breast Cancer Diagnostic Technologies Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global Breast Cancer Diagnostic Technologies Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global Breast Cancer Diagnostic Technologies Market Share by Region: 2024 VS 2031
Figure 16. Global Breast Cancer Diagnostic Technologies Market Share by Players in 2024
Figure 17. Global Top Breast Cancer Diagnostic Technologies Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Breast Cancer Diagnostic Technologies as of 2024)
Figure 18. The Top 10 and 5 Players Market Share by Breast Cancer Diagnostic Technologies Revenue in 2024
Figure 19. North America Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America Breast Cancer Diagnostic Technologies Market Share by Country (2020-2031)
Figure 21. United States Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Breast Cancer Diagnostic Technologies Market Share by Country (2020-2031)
Figure 25. Germany Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Nordic Countries Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Breast Cancer Diagnostic Technologies Market Share by Region (2020-2031)
Figure 33. China Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Breast Cancer Diagnostic Technologies Market Share by Country (2020-2031)
Figure 41. Mexico Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Breast Cancer Diagnostic Technologies Market Share by Country (2020-2031)
Figure 45. Turkey Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE Breast Cancer Diagnostic Technologies Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Abbvie Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 49. Abbott Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 50. Bristol-Myers Squibb Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 51. Agilent Technologies Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 52. Novartis Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 53. Pfizer Revenue Growth Rate in Breast Cancer Diagnostic Technologies Business (2020-2025)
Figure 54. Bottom-up and Top-down Approaches for This Report
Figure 55. Data Triangulation
Figure 56. Key Executives Interviewed
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