Click for best price
Artificial IntelligenceMedical Imaging Market Size, Share 2022
This report contains market size and forecasts of Artificial Intelligence in Medical Imaging in Global, including the following market information:
Global Artificial Intelligence in Medical Imaging Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Artificial Intelligence in Medical Imaging market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
Deep Learning Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Artificial Intelligence in Medical Imaging include Google Inc., Cisco, IBM Corp., Microsoft Corp., Apple Inc., Salesforce Inc., Infineon Technologies AG, Intel Security Group and NVIDIA Corp. and etc. In 2021, the global top five players have a share approximately % in terms of revenue.
We surveyed the Artificial Intelligence in Medical Imaging companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Artificial Intelligence in Medical Imaging Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence in Medical Imaging Market Segment Percentages, by Type, 2021 (%)
- Deep Learning
- Computer Vision
- Others
Global Artificial Intelligence in Medical Imaging Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Artificial Intelligence in Medical Imaging Market Segment Percentages, by Application, 2021 (%)
- Neurology
- Cardiovascular
- Breast & Lung
- Other
Global Artificial Intelligence in Medical Imaging Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Artificial Intelligence in Medical Imaging Market Segment Percentages, By Region and Country, 2021 (%)
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- France
- U.K.
- Italy
- Russia
- Nordic Countries
- Benelux
- Rest of Europe
- Asia
- China
- Japan
- South Korea
- Southeast Asia
- India
- Rest of Asia
- South America
- Brazil
- Argentina
- Rest of South America
- Middle East & Africa
- Turkey
- Israel
- Saudi Arabia
- UAE
- Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
- Key companies Artificial Intelligence in Medical Imaging revenues in global market, 2017-2022 (estimated), ($ millions)
- Key companies Artificial Intelligence in Medical Imaging revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
- Google Inc.
- Cisco
- IBM Corp.
- Microsoft Corp.
- Apple Inc.
- Salesforce Inc.
- Infineon Technologies AG
- Intel Security Group
- NVIDIA Corp.
- Amazon Inc.
| Report Attributes |
Report Details |
| Report Title |
Artificial Intelligence in Medical Imaging Market, Global Outlook and Forecast 2022-2028 |
| Historical Year |
2018 to 2022 (Data from 2010 can be provided as per availability) |
| Base Year |
2021 |
| Forecast Year |
2029 |
| Number of Pages |
64 Pages |
| Customization Available |
Yes, the report can be customized as per your need. |
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Artificial Intelligence in Medical Imaging Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Artificial Intelligence in Medical Imaging Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Artificial Intelligence in Medical Imaging Overall Market Size
2.1 Global Artificial Intelligence in Medical Imaging Market Size: 2021 VS 2028
2.2 Global Artificial Intelligence in Medical Imaging Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Artificial Intelligence in Medical Imaging Players in Global Market
3.2 Top Global Artificial Intelligence in Medical Imaging Companies Ranked by Revenue
3.3 Global Artificial Intelligence in Medical Imaging Revenue by Companies
3.4 Top 3 and Top 5 Artificial Intelligence in Medical Imaging Companies in Global Market, by Revenue in 2021
3.5 Global Companies Artificial Intelligence in Medical Imaging Product Type
3.6 Tier 1, Tier 2 and Tier 3 Artificial Intelligence in Medical Imaging Players in Global Market
3.6.1 List of Global Tier 1 Artificial Intelligence in Medical Imaging Companies
3.6.2 List of Global Tier 2 and Tier 3 Artificial Intelligence in Medical Imaging Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Artificial Intelligence in Medical Imaging Market Size Markets, 2021 & 2028
4.1.2 Deep Learning
4.1.3 Computer Vision
4.1.4 Others
4.2 By Type - Global Artificial Intelligence in Medical Imaging Revenue & Forecasts
4.2.1 By Type - Global Artificial Intelligence in Medical Imaging Revenue, 2017-2022
4.2.2 By Type - Global Artificial Intelligence in Medical Imaging Revenue, 2023-2028
4.2.3 By Type - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Artificial Intelligence in Medical Imaging Market Size, 2021 & 2028
5.1.2 Neurology
5.1.3 Cardiovascular
5.1.4 Breast & Lung
5.1.5 Other
5.2 By Application - Global Artificial Intelligence in Medical Imaging Revenue & Forecasts
5.2.1 By Application - Global Artificial Intelligence in Medical Imaging Revenue, 2017-2022
5.2.2 By Application - Global Artificial Intelligence in Medical Imaging Revenue, 2023-2028
5.2.3 By Application - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Artificial Intelligence in Medical Imaging Market Size, 2021 & 2028
6.2 By Region - Global Artificial Intelligence in Medical Imaging Revenue & Forecasts
6.2.1 By Region - Global Artificial Intelligence in Medical Imaging Revenue, 2017-2022
6.2.2 By Region - Global Artificial Intelligence in Medical Imaging Revenue, 2023-2028
6.2.3 By Region - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Artificial Intelligence in Medical Imaging Revenue, 2017-2028
6.3.2 US Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.3.3 Canada Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.3.4 Mexico Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Artificial Intelligence in Medical Imaging Revenue, 2017-2028
6.4.2 Germany Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.3 France Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.4 U.K. Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.5 Italy Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.6 Russia Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.7 Nordic Countries Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.4.8 Benelux Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Artificial Intelligence in Medical Imaging Revenue, 2017-2028
6.5.2 China Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.5.3 Japan Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.5.4 South Korea Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.5.5 Southeast Asia Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.5.6 India Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Artificial Intelligence in Medical Imaging Revenue, 2017-2028
6.6.2 Brazil Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.6.3 Argentina Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Artificial Intelligence in Medical Imaging Revenue, 2017-2028
6.7.2 Turkey Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.7.3 Israel Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.7.4 Saudi Arabia Artificial Intelligence in Medical Imaging Market Size, 2017-2028
6.7.5 UAE Artificial Intelligence in Medical Imaging Market Size, 2017-2028
7 Players Profiles
7.1 Google Inc.
7.1.1 Google Inc. Corporate Summary
7.1.2 Google Inc. Business Overview
7.1.3 Google Inc. Artificial Intelligence in Medical Imaging Major Product Offerings
7.1.4 Google Inc. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.1.5 Google Inc. Key News
7.2 Cisco
7.2.1 Cisco Corporate Summary
7.2.2 Cisco Business Overview
7.2.3 Cisco Artificial Intelligence in Medical Imaging Major Product Offerings
7.2.4 Cisco Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.2.5 Cisco Key News
7.3 IBM Corp.
7.3.1 IBM Corp. Corporate Summary
7.3.2 IBM Corp. Business Overview
7.3.3 IBM Corp. Artificial Intelligence in Medical Imaging Major Product Offerings
7.3.4 IBM Corp. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.3.5 IBM Corp. Key News
7.4 Microsoft Corp.
7.4.1 Microsoft Corp. Corporate Summary
7.4.2 Microsoft Corp. Business Overview
7.4.3 Microsoft Corp. Artificial Intelligence in Medical Imaging Major Product Offerings
7.4.4 Microsoft Corp. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.4.5 Microsoft Corp. Key News
7.5 Apple Inc.
7.5.1 Apple Inc. Corporate Summary
7.5.2 Apple Inc. Business Overview
7.5.3 Apple Inc. Artificial Intelligence in Medical Imaging Major Product Offerings
7.5.4 Apple Inc. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.5.5 Apple Inc. Key News
7.6 Salesforce Inc.
7.6.1 Salesforce Inc. Corporate Summary
7.6.2 Salesforce Inc. Business Overview
7.6.3 Salesforce Inc. Artificial Intelligence in Medical Imaging Major Product Offerings
7.6.4 Salesforce Inc. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.6.5 Salesforce Inc. Key News
7.7 Infineon Technologies AG
7.7.1 Infineon Technologies AG Corporate Summary
7.7.2 Infineon Technologies AG Business Overview
7.7.3 Infineon Technologies AG Artificial Intelligence in Medical Imaging Major Product Offerings
7.7.4 Infineon Technologies AG Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.7.5 Infineon Technologies AG Key News
7.8 Intel Security Group
7.8.1 Intel Security Group Corporate Summary
7.8.2 Intel Security Group Business Overview
7.8.3 Intel Security Group Artificial Intelligence in Medical Imaging Major Product Offerings
7.8.4 Intel Security Group Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.8.5 Intel Security Group Key News
7.9 NVIDIA Corp.
7.9.1 NVIDIA Corp. Corporate Summary
7.9.2 NVIDIA Corp. Business Overview
7.9.3 NVIDIA Corp. Artificial Intelligence in Medical Imaging Major Product Offerings
7.9.4 NVIDIA Corp. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.9.5 NVIDIA Corp. Key News
7.10 Amazon Inc.
7.10.1 Amazon Inc. Corporate Summary
7.10.2 Amazon Inc. Business Overview
7.10.3 Amazon Inc. Artificial Intelligence in Medical Imaging Major Product Offerings
7.10.4 Amazon Inc. Artificial Intelligence in Medical Imaging Revenue in Global Market (2017-2022)
7.10.5 Amazon Inc. Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Artificial Intelligence in Medical Imaging Market Opportunities & Trends in Global Market
Table 2. Artificial Intelligence in Medical Imaging Market Drivers in Global Market
Table 3. Artificial Intelligence in Medical Imaging Market Restraints in Global Market
Table 4. Key Players of Artificial Intelligence in Medical Imaging in Global Market
Table 5. Top Artificial Intelligence in Medical Imaging Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Artificial Intelligence in Medical Imaging Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Artificial Intelligence in Medical Imaging Revenue Share by Companies, 2017-2022
Table 8. Global Companies Artificial Intelligence in Medical Imaging Product Type
Table 9. List of Global Tier 1 Artificial Intelligence in Medical Imaging Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Artificial Intelligence in Medical Imaging Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type ? Global Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Artificial Intelligence in Medical Imaging Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Artificial Intelligence in Medical Imaging Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application ? Global Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Artificial Intelligence in Medical Imaging Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Artificial Intelligence in Medical Imaging Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region ? Global Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Artificial Intelligence in Medical Imaging Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Artificial Intelligence in Medical Imaging Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2023-2028
Table 30. Google Inc. Corporate Summary
Table 31. Google Inc. Artificial Intelligence in Medical Imaging Product Offerings
Table 32. Google Inc. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 33. Cisco Corporate Summary
Table 34. Cisco Artificial Intelligence in Medical Imaging Product Offerings
Table 35. Cisco Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 36. IBM Corp. Corporate Summary
Table 37. IBM Corp. Artificial Intelligence in Medical Imaging Product Offerings
Table 38. IBM Corp. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 39. Microsoft Corp. Corporate Summary
Table 40. Microsoft Corp. Artificial Intelligence in Medical Imaging Product Offerings
Table 41. Microsoft Corp. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 42. Apple Inc. Corporate Summary
Table 43. Apple Inc. Artificial Intelligence in Medical Imaging Product Offerings
Table 44. Apple Inc. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 45. Salesforce Inc. Corporate Summary
Table 46. Salesforce Inc. Artificial Intelligence in Medical Imaging Product Offerings
Table 47. Salesforce Inc. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 48. Infineon Technologies AG Corporate Summary
Table 49. Infineon Technologies AG Artificial Intelligence in Medical Imaging Product Offerings
Table 50. Infineon Technologies AG Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 51. Intel Security Group Corporate Summary
Table 52. Intel Security Group Artificial Intelligence in Medical Imaging Product Offerings
Table 53. Intel Security Group Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 54. NVIDIA Corp. Corporate Summary
Table 55. NVIDIA Corp. Artificial Intelligence in Medical Imaging Product Offerings
Table 56. NVIDIA Corp. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
Table 57. Amazon Inc. Corporate Summary
Table 58. Amazon Inc. Artificial Intelligence in Medical Imaging Product Offerings
Table 59. Amazon Inc. Artificial Intelligence in Medical Imaging Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Artificial Intelligence in Medical Imaging Segment by Type in 2021
Figure 2. Artificial Intelligence in Medical Imaging Segment by Application in 2021
Figure 3. Global Artificial Intelligence in Medical Imaging Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Artificial Intelligence in Medical Imaging Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Artificial Intelligence in Medical Imaging Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Artificial Intelligence in Medical Imaging Revenue in 2021
Figure 8. By Type - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 9. By Application - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 10. By Region - Global Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 11. By Country - North America Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 12. US Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 16. Germany Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 17. France Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 24. China Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 28. India Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 30. Brazil Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Artificial Intelligence in Medical Imaging Revenue Market Share, 2017-2028
Figure 33. Turkey Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Artificial Intelligence in Medical Imaging Revenue, (US$, Mn), 2017-2028
Figure 37. Google Inc. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Cisco Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. IBM Corp. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Microsoft Corp. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Apple Inc. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Salesforce Inc. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Infineon Technologies AG Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Intel Security Group Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. NVIDIA Corp. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Amazon Inc. Artificial Intelligence in Medical Imaging Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
