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Global AI Lung Ultrasound Solution Market Research Report 2024

Published Date: September 2024

Report Code: QYRE-Auto-4J18303

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Global AI Lung Ultrasound Solution Market Research Report 2024

Code: QYRE-Auto-4J18303

Report

September 2024

Pages:70

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

EXO²

Butterfly Network

Canon Inc

GEHC

Deep Breathe

AI Lung Ultrasound Solution Market

AI Lung Ultrasound Solution refers to the use of artificial intelligence technology, especially tools and methods such as machine learning and deep learning to assist lung ultrasound examinations, to help doctors analyze ultrasound images more accurately, improve diagnostic efficiency, identify abnormalities such as lung lesions, effusion, pneumothorax, and provide corresponding diagnostic recommendations.

The global AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution in Hospital 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 AI Lung Ultrasound Solution include Exo, Butterfly Network, GEHC, Canon, Deep Breathe, 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 AI Lung Ultrasound Solution, 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 AI Lung Ultrasound Solution.

The AI Lung Ultrasound Solution market size, estimations, and forecasts are provided in terms of and 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 AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution 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

Scope of AI Lung Ultrasound Solution Market Report

Report Metric	Details
Report Name	AI Lung Ultrasound Solution Market
Segment by Type	Equipment Foundation model
Segment by Application	Hospital Clinic Other
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	Exo, Butterfly Network, GEHC, Canon, Deep Breathe
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 AI Lung Ultrasound Solution 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.

FAQ for this report

Who are the main players in the AI Lung Ultrasound Solution Market report?

Ans: The main players in the AI Lung Ultrasound Solution Market are Exo, Butterfly Network, GEHC, Canon, Deep Breathe

What are the Application segmentation covered in the AI Lung Ultrasound Solution Market report?

Ans: The Applications covered in the AI Lung Ultrasound Solution Market report are Hospital, Clinic, Other

What are the Type segmentation covered in the AI Lung Ultrasound Solution Market report?

Ans: The Types covered in the AI Lung Ultrasound Solution Market report are Equipment, Foundation model

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1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global AI Lung Ultrasound Solution Market Size Growth Rate by Type: 2019 VS 2023 VS 2030

1.2.2 Equipment

1.2.3 Foundation model

1.3 Market by Application

1.3.1 Global AI Lung Ultrasound Solution Market Growth by Application: 2019 VS 2023 VS 2030

1.3.2 Hospital

1.3.3 Clinic

1.3.4 Other

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global AI Lung Ultrasound Solution Market Perspective (2019-2030)

2.2 Global AI Lung Ultrasound Solution Growth Trends by Region

2.2.1 Global AI Lung Ultrasound Solution Market Size by Region: 2019 VS 2023 VS 2030

2.2.2 AI Lung Ultrasound Solution Historic Market Size by Region (2019-2024)

2.2.3 AI Lung Ultrasound Solution Forecasted Market Size by Region (2025-2030)

2.3 AI Lung Ultrasound Solution Market Dynamics

2.3.1 AI Lung Ultrasound Solution Industry Trends

2.3.2 AI Lung Ultrasound Solution Market Drivers

2.3.3 AI Lung Ultrasound Solution Market Challenges

2.3.4 AI Lung Ultrasound Solution Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top AI Lung Ultrasound Solution Players by Revenue

3.1.1 Global Top AI Lung Ultrasound Solution Players by Revenue (2019-2024)

3.1.2 Global AI Lung Ultrasound Solution Revenue Market Share by Players (2019-2024)

3.2 Global AI Lung Ultrasound Solution Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by AI Lung Ultrasound Solution Revenue

3.4 Global AI Lung Ultrasound Solution Market Concentration Ratio

3.4.1 Global AI Lung Ultrasound Solution Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by AI Lung Ultrasound Solution Revenue in 2023

3.5 Global Key Players of AI Lung Ultrasound Solution Head office and Area Served

3.6 Global Key Players of AI Lung Ultrasound Solution, Product and Application

3.7 Global Key Players of AI Lung Ultrasound Solution, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 AI Lung Ultrasound Solution Breakdown Data by Type

4.1 Global AI Lung Ultrasound Solution Historic Market Size by Type (2019-2024)

4.2 Global AI Lung Ultrasound Solution Forecasted Market Size by Type (2025-2030)

5 AI Lung Ultrasound Solution Breakdown Data by Application

5.1 Global AI Lung Ultrasound Solution Historic Market Size by Application (2019-2024)

5.2 Global AI Lung Ultrasound Solution Forecasted Market Size by Application (2025-2030)

6 North America

6.1 North America AI Lung Ultrasound Solution Market Size (2019-2030)

6.2 North America AI Lung Ultrasound Solution Market Growth Rate by Country: 2019 VS 2023 VS 2030

6.3 North America AI Lung Ultrasound Solution Market Size by Country (2019-2024)

6.4 North America AI Lung Ultrasound Solution Market Size by Country (2025-2030)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe AI Lung Ultrasound Solution Market Size (2019-2030)

7.2 Europe AI Lung Ultrasound Solution Market Growth Rate by Country: 2019 VS 2023 VS 2030

7.3 Europe AI Lung Ultrasound Solution Market Size by Country (2019-2024)

7.4 Europe AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution Market Size (2019-2030)

8.2 Asia-Pacific AI Lung Ultrasound Solution Market Growth Rate by Country: 2019 VS 2023 VS 2030

8.3 Asia-Pacific AI Lung Ultrasound Solution Market Size by Region (2019-2024)

8.4 Asia-Pacific AI Lung Ultrasound Solution 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 AI Lung Ultrasound Solution Market Size (2019-2030)

9.2 Latin America AI Lung Ultrasound Solution Market Growth Rate by Country: 2019 VS 2023 VS 2030

9.3 Latin America AI Lung Ultrasound Solution Market Size by Country (2019-2024)

9.4 Latin America AI Lung Ultrasound Solution Market Size by Country (2025-2030)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa AI Lung Ultrasound Solution Market Size (2019-2030)

10.2 Middle East & Africa AI Lung Ultrasound Solution Market Growth Rate by Country: 2019 VS 2023 VS 2030

10.3 Middle East & Africa AI Lung Ultrasound Solution Market Size by Country (2019-2024)

10.4 Middle East & Africa AI Lung Ultrasound Solution Market Size by Country (2025-2030)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 Exo

11.1.1 Exo Company Details

11.1.2 Exo Business Overview

11.1.3 Exo AI Lung Ultrasound Solution Introduction

11.1.4 Exo Revenue in AI Lung Ultrasound Solution Business (2019-2024)

11.1.5 Exo Recent Development

11.2 Butterfly Network

11.2.1 Butterfly Network Company Details

11.2.2 Butterfly Network Business Overview

11.2.3 Butterfly Network AI Lung Ultrasound Solution Introduction

11.2.4 Butterfly Network Revenue in AI Lung Ultrasound Solution Business (2019-2024)

11.2.5 Butterfly Network Recent Development

11.3 GEHC

11.3.1 GEHC Company Details

11.3.2 GEHC Business Overview

11.3.3 GEHC AI Lung Ultrasound Solution Introduction

11.3.4 GEHC Revenue in AI Lung Ultrasound Solution Business (2019-2024)

11.3.5 GEHC Recent Development

11.4 Canon

11.4.1 Canon Company Details

11.4.2 Canon Business Overview

11.4.3 Canon AI Lung Ultrasound Solution Introduction

11.4.4 Canon Revenue in AI Lung Ultrasound Solution Business (2019-2024)

11.4.5 Canon Recent Development

11.5 Deep Breathe

11.5.1 Deep Breathe Company Details

11.5.2 Deep Breathe Business Overview

11.5.3 Deep Breathe AI Lung Ultrasound Solution Introduction

11.5.4 Deep Breathe Revenue in AI Lung Ultrasound Solution Business (2019-2024)

11.5.5 Deep Breathe 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

FEATURED COMPANIES

EXO²

Butterfly Network

Canon Inc

GEHC

Deep Breathe

List of Tables

Table 1. Global AI Lung Ultrasound Solution Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030

Table 2. Key Players of Equipment

Table 3. Key Players of Foundation model

Table 4. Global AI Lung Ultrasound Solution Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030

Table 5. Global AI Lung Ultrasound Solution Market Size by Region (US$ Million): 2019 VS 2023 VS 2030

Table 6. Global AI Lung Ultrasound Solution Market Size by Region (2019-2024) & (US$ Million)

Table 7. Global AI Lung Ultrasound Solution Market Share by Region (2019-2024)

Table 8. Global AI Lung Ultrasound Solution Forecasted Market Size by Region (2025-2030) & (US$ Million)

Table 9. Global AI Lung Ultrasound Solution Market Share by Region (2025-2030)

Table 10. AI Lung Ultrasound Solution Market Trends

Table 11. AI Lung Ultrasound Solution Market Drivers

Table 12. AI Lung Ultrasound Solution Market Challenges

Table 13. AI Lung Ultrasound Solution Market Restraints

Table 14. Global AI Lung Ultrasound Solution Revenue by Players (2019-2024) & (US$ Million)

Table 15. Global AI Lung Ultrasound Solution Market Share by Players (2019-2024)

Table 16. Global Top AI Lung Ultrasound Solution Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Lung Ultrasound Solution as of 2023)

Table 17. Ranking of Global Top AI Lung Ultrasound Solution Companies by Revenue (US$ Million) in 2023

Table 18. Global 5 Largest Players Market Share by AI Lung Ultrasound Solution Revenue (CR5 and HHI) & (2019-2024)

Table 19. Global Key Players of AI Lung Ultrasound Solution, Headquarters and Area Served

Table 20. Global Key Players of AI Lung Ultrasound Solution, Product and Application

Table 21. Global Key Players of AI Lung Ultrasound Solution, Date of Enter into This Industry

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. Global AI Lung Ultrasound Solution Market Size by Type (2019-2024) & (US$ Million)

Table 24. Global AI Lung Ultrasound Solution Revenue Market Share by Type (2019-2024)

Table 25. Global AI Lung Ultrasound Solution Forecasted Market Size by Type (2025-2030) & (US$ Million)

Table 26. Global AI Lung Ultrasound Solution Revenue Market Share by Type (2025-2030)

Table 27. Global AI Lung Ultrasound Solution Market Size by Application (2019-2024) & (US$ Million)

Table 28. Global AI Lung Ultrasound Solution Revenue Market Share by Application (2019-2024)

Table 29. Global AI Lung Ultrasound Solution Forecasted Market Size by Application (2025-2030) & (US$ Million)

Table 30. Global AI Lung Ultrasound Solution Revenue Market Share by Application (2025-2030)

Table 31. North America AI Lung Ultrasound Solution Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 32. North America AI Lung Ultrasound Solution Market Size by Country (2019-2024) & (US$ Million)

Table 33. North America AI Lung Ultrasound Solution Market Size by Country (2025-2030) & (US$ Million)

Table 34. Europe AI Lung Ultrasound Solution Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 35. Europe AI Lung Ultrasound Solution Market Size by Country (2019-2024) & (US$ Million)

Table 36. Europe AI Lung Ultrasound Solution Market Size by Country (2025-2030) & (US$ Million)

Table 37. Asia-Pacific AI Lung Ultrasound Solution Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 38. Asia-Pacific AI Lung Ultrasound Solution Market Size by Region (2019-2024) & (US$ Million)

Table 39. Asia-Pacific AI Lung Ultrasound Solution Market Size by Region (2025-2030) & (US$ Million)

Table 40. Latin America AI Lung Ultrasound Solution Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 41. Latin America AI Lung Ultrasound Solution Market Size by Country (2019-2024) & (US$ Million)

Table 42. Latin America AI Lung Ultrasound Solution Market Size by Country (2025-2030) & (US$ Million)

Table 43. Middle East & Africa AI Lung Ultrasound Solution Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 44. Middle East & Africa AI Lung Ultrasound Solution Market Size by Country (2019-2024) & (US$ Million)

Table 45. Middle East & Africa AI Lung Ultrasound Solution Market Size by Country (2025-2030) & (US$ Million)

Table 46. Exo Company Details

Table 47. Exo Business Overview

Table 48. Exo AI Lung Ultrasound Solution Product

Table 49. Exo Revenue in AI Lung Ultrasound Solution Business (2019-2024) & (US$ Million)

Table 50. Exo Recent Development

Table 51. Butterfly Network Company Details

Table 52. Butterfly Network Business Overview

Table 53. Butterfly Network AI Lung Ultrasound Solution Product

Table 54. Butterfly Network Revenue in AI Lung Ultrasound Solution Business (2019-2024) & (US$ Million)

Table 55. Butterfly Network Recent Development

Table 56. GEHC Company Details

Table 57. GEHC Business Overview

Table 58. GEHC AI Lung Ultrasound Solution Product

Table 59. GEHC Revenue in AI Lung Ultrasound Solution Business (2019-2024) & (US$ Million)

Table 60. GEHC Recent Development

Table 61. Canon Company Details

Table 62. Canon Business Overview

Table 63. Canon AI Lung Ultrasound Solution Product

Table 64. Canon Revenue in AI Lung Ultrasound Solution Business (2019-2024) & (US$ Million)

Table 65. Canon Recent Development

Table 66. Deep Breathe Company Details

Table 67. Deep Breathe Business Overview

Table 68. Deep Breathe AI Lung Ultrasound Solution Product

Table 69. Deep Breathe Revenue in AI Lung Ultrasound Solution Business (2019-2024) & (US$ Million)

Table 70. Deep Breathe Recent Development

Table 71. Research Programs/Design for This Report

Table 72. Key Data Information from Secondary Sources

Table 73. Key Data Information from Primary Sources

Table 74. Authors List of This Report

List of Figures

Figure 1. AI Lung Ultrasound Solution Picture

Figure 2. Global AI Lung Ultrasound Solution Market Size Comparison by Type (2024-2030) & (US$ Million)

Figure 3. Global AI Lung Ultrasound Solution Market Share by Type: 2023 VS 2030

Figure 4. Equipment Features

Figure 5. Foundation model Features

Figure 6. Global AI Lung Ultrasound Solution Market Size by Application (2024-2030) & (US$ Million)

Figure 7. Global AI Lung Ultrasound Solution Market Share by Application: 2023 VS 2030

Figure 8. Hospital Case Studies

Figure 9. Clinic Case Studies

Figure 10. Other Case Studies

Figure 11. AI Lung Ultrasound Solution Report Years Considered

Figure 12. Global AI Lung Ultrasound Solution Market Size (US$ Million), Year-over-Year: 2019-2030

Figure 13. Global AI Lung Ultrasound Solution Market Size, (US$ Million), 2019 VS 2023 VS 2030

Figure 14. Global AI Lung Ultrasound Solution Market Share by Region: 2023 VS 2030

Figure 15. Global AI Lung Ultrasound Solution Market Share by Players in 2023

Figure 16. Global Top AI Lung Ultrasound Solution Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in AI Lung Ultrasound Solution as of 2023)

Figure 17. The Top 10 and 5 Players Market Share by AI Lung Ultrasound Solution Revenue in 2023

Figure 18. North America AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 19. North America AI Lung Ultrasound Solution Market Share by Country (2019-2030)

Figure 20. United States AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 21. Canada AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 22. Europe AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 23. Europe AI Lung Ultrasound Solution Market Share by Country (2019-2030)

Figure 24. Germany AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 25. France AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 26. U.K. AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 27. Italy AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 28. Russia AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 29. Nordic Countries AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 30. Asia-Pacific AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 31. Asia-Pacific AI Lung Ultrasound Solution Market Share by Region (2019-2030)

Figure 32. China AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 33. Japan AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 34. South Korea AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 35. Southeast Asia AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 36. India AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 37. Australia AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 38. Latin America AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 39. Latin America AI Lung Ultrasound Solution Market Share by Country (2019-2030)

Figure 40. Mexico AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 41. Brazil AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 42. Middle East & Africa AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 43. Middle East & Africa AI Lung Ultrasound Solution Market Share by Country (2019-2030)

Figure 44. Turkey AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 45. Saudi Arabia AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 46. UAE AI Lung Ultrasound Solution Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 47. Exo Revenue Growth Rate in AI Lung Ultrasound Solution Business (2019-2024)

Figure 48. Butterfly Network Revenue Growth Rate in AI Lung Ultrasound Solution Business (2019-2024)

Figure 49. GEHC Revenue Growth Rate in AI Lung Ultrasound Solution Business (2019-2024)

Figure 50. Canon Revenue Growth Rate in AI Lung Ultrasound Solution Business (2019-2024)

Figure 51. Deep Breathe Revenue Growth Rate in AI Lung Ultrasound Solution Business (2019-2024)

Figure 52. Bottom-up and Top-down Approaches for This Report

Figure 53. Data Triangulation

Figure 54. Key Executives Interviewed

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