Analysts’ Viewpoint
Artificial intelligence (AI), machine learning (ML), and deep learning (DL) are the key trends in the healthcare sector, particularly in the endoscopy domain. AI has the potential to improve the quality of endoscopy at all levels.
Excellent results in diagnostic as well as therapeutic endoscopy is a major factor driving the global AI in endoscopy market. More studies and researches are required before this new technology is incorporated in clinical guidelines and daily practice. Enhanced detection, classification, screening, and surveillance for adenomas and cancer due to usage of AI in endoscopy systems is expected to propel market progress in the next few years. Hence, innovative startups are coming up with novel strategies to strengthen their market position.
Advanced technologies, such as AI, have made endoscopy more consistent and safer, while minimizing workload of surgeons. The tasks being augmented with AI/ML algorithms primarily include auto-calculating the convenient physical routes for instruments; labeling; classifying airway diseases; clearing surgical smoke; and identifying lesions, airway sizes, and diseased tissue. AI plays a vital role in compensating for human errors and limited capabilities by offering higher speed and more consistency & accuracy, and making endoscopic procedures efficient.
AI is primarily applied to the field of endoscopy in two aspects: computer-aided diagnosis (CADx) and computer-aided detection (CADe). Technological innovations have enabled AI to develop an ML model that can identify the risk in patients with upper gastrointestinal (GI) bleeding, establish the existence of a particular GI disease, and define appropriate treatment.
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The number of patients with colorectal (colon) cancer is rising across the globe every year. According to data published by the World Health Organization (WHO), the number of newly diagnosed patients with colorectal cancer surged from around 1.02 million in 2002 to nearly 1.9 million new colorectal cancers (including anus) in 2020. Furthermore, approximately 935,000 colorectal cancer deaths were reported in 2020, representing 1 in 10 cancer cases and deaths. This makes prevention and treatment an urgent health challenge.
If detected in the early phase, colorectal cancer can be cured using colonoscopy and other procedures. Early detection could enable the cancer to be removed by a minimally invasive surgery during a colonoscopy. Furthermore, AI-assisted colonoscopy improves characterization in colonoscopy and polyp detection. In August 2022, Medtronic, a prominent leader in medical technology, announced the official launch of ‘AI Powered GI Genius Module for Colonoscopy,’ which provides enhanced visualization for colorectal cancer detection. Led by the factors mentioned above, the AI in endoscopy market size is expected to expand at a rapid pace from 2022 to 2031.
Colorectal cancer is the second prominent cause of cancer deaths in the U.S. and Europe, owing to the high percentage of adenomas (almost 26%) that endoscopists miss while conducting endoscopy. Hence, various healthcare startups are developing advanced endoscopy devices.
In September 2022, Iterative Scopes, a pioneer in precision medicine technologies for gastroenterology, announced that SKOUT received FDA 510(k) clearance for adults undergoing colorectal cancer surveillance. SKOUT is a real-time computer-assisted polyp detection tool, which utilizes advanced computer vision technology developed to identify suspicious tissue and provide real-time feedback to endoscopists.
In November 2019, AI Medical Service, Inc., one of the world's first real-time endoscopic AI developers, announced that it had secured FDA approval for its AI programs, which analyze endoscopy images for potential diagnosis of stomach cancer.
In December 2022, Olympus Corporation, a global med-tech company, announced its role in a project in collaboration with the Ministry of Internal Affairs and Communications (MIC), a cabinet ministry in the Government of Japan. The project aims to conduct a survey study for global expansion of AI diagnosis support system along with education for surgeons in Vietnam. Such supportive government policies are expected to create lucrative AI in endoscopy market opportunities.
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In terms of CAD, the CADe segment held the largest global AI in endoscopy market share in 2021. CADe devices built with advanced computer vision technology and AI help identify suspicious tissue and provide real-time feedback to endoscopists in order to enhance adenoma detection.
Multiple CADe technologies provide significant promise in detecting colon polyps. Recently, two devices - GI Genius (manufactured by Medtronic) and EndoScreener (manufactured by Wision A.I. Ltd.) - were approved for usage in the U.S.
Based on end-user, the hospitals segment dominated the global AI in endoscopy market in 2021. This can be ascribed to effective reimbursement policies, favorable infrastructure, and rise in product preference among patients for chronic gastrointestinal disorder treatment. Majority of surgical procedures are conducted in hospitals, as hospitals are considered primary health care system in developing and under-developed countries.
Asia Pacific is projected to be a rapidly growing region of the global AI in endoscopy market during the forecast period. This can be ascribed to the presence of a large patient population suffering from gastrointestinal diseases. Increase in geriatric population and improvement in healthcare infrastructure across developed and developing countries are anticipated to accelerate the industry in Asia Pacific in the next few years. Furthermore, growth in government healthcare investment and robust economic development, especially in China, India, and Japan, are projected to augment the AI in endoscopy market in Asia Pacific.
The global industry is highly consolidated, with the presence of small number of dominant players. Companies are engaging in strategic alliances to increase their revenue and market share. Players are also adopting strategies such as product line expansion and acquisitions & mergers to broaden their business footprint.
Key players in the global AI in endoscopy market are Medtronic, Wision A.I., Olympus Corporation, Fujifilm Corporation, Pentax Corporation, NEC Corporation, Odin Vision, Magentiq Eye Ltd., Wuhan EndoAngel Medical Technology Company, and Iterative Scopes.
The AI in endoscopy industry report profiles leading players based on parameters such as company overview, financial overview, strategies, portfolio, segments, and recent developments.
|
Attribute |
Detail |
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Size in 2021 |
US$ 39.5 Mn |
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Forecast (Value) in 2031 |
More than US$ 421.8 Mn |
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Growth Rate (CAGR) for 2022-2031 |
26.9% |
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Forecast Period |
2022–2031 |
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Historical Data Available for |
2017–2021 |
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Quantitative Units |
US$ Mn for Value |
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Market Analysis |
It includes segment analysis as well as regional level analysis. Moreover, qualitative analysis includes drivers, restraints, opportunities, key trends, and key trend analysis. |
|
Competition Landscape |
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|
Format |
Electronic (PDF) + Excel |
|
Segmentation |
|
|
Countries Covered |
|
|
Companies Profiled |
|
|
Customization Scope |
Available upon request |
|
Pricing |
Available upon request |
It was valued at US$ 39.5 Mn in 2021
It is projected to reach more than US$ 421.8 Mn by 2031
The CAGR is anticipated to be 26.9% from 2022 to 2031
Increase in incidence of colorectal cancer, surge in number of colonoscopies, specifically in the U.S. and Europe, large geriatric population, and effective governmental initiatives to improve healthcare sector
North America is expected to account for major share during the forecast period
Medtronic, Wision A.I., Olympus Corporation, Fujifilm Corporation, Pentax Corporation, NEC Corporation, Odin Vision, Magentiq Eye Ltd., Wuhan EndoAngel Medical Technology Company, and Iterative Scopes
1. Preface
1.1. Market Definition and Scope
1.2. Market Segmentation
1.3. Key Research Objectives
1.4. Research Highlights
2. Assumptions and Research Methodology
3. Executive Summary: Global AI in Endoscopy Market
4. Market Overview
4.1. Introduction
4.1.1. Type Definition
4.2. Overview
4.3. Market Dynamics
4.3.1. Drivers
4.3.2. Restraints
4.3.3. Opportunities
4.4. Global AI in Endoscopy Market Analysis and Forecast, 2017–2031
5. Key Insights
5.1. Key Industry Events
5.2. Regulatory Scenario by Region/globally
5.3. COVID-19 Impact Analysis
6. Global AI in Endoscopy Market Analysis and Forecast, by Type
6.1. Introduction & Definition
6.2. Key Findings / Developments
6.3. Market Value Forecast, by Type, 2017–2031
6.3.1. Products
6.3.2. Services
6.4. Market Attractiveness Analysis, by Type
7. Global AI in Endoscopy Market Analysis and Forecast, by CAD
7.1. Introduction & Definition
7.2. Key Findings / Developments
7.3. Market Value Forecast, by CAD, 2017–2031
7.3.1. CADe
7.3.2. CADx
7.3.3. CADe/CADx
7.4. Market Attractiveness Analysis, by CAD
8. Global AI in Endoscopy Market Analysis and Forecast, by End-user
8.1. Introduction & Definition
8.2. Key Findings / Developments
8.3. Market Value Forecast, by End-user, 2017–2031
8.3.1. Hospitals
8.3.2. Ambulatory Surgical Centers
8.3.3. Others
8.4. Market Attractiveness Analysis, by End-user
9. Global AI in Endoscopy Market Analysis and Forecast, by Region
9.1. Key Findings
9.2. Market Value Forecast, by Region
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Latin America
9.2.5. Middle East & Africa
9.3. Market Attractiveness Analysis, by Region
10. North America AI in Endoscopy Market Analysis and Forecast
10.1. Introduction
10.1.1. Key Findings
10.2. Market Value Forecast, by Type, 2017–2031
10.2.1. Products
10.2.2. Services
10.3. Market Value Forecast, by CAD, 2017–2031
10.3.1. CADe
10.3.2. CADx
10.3.3. CADe/CADx
10.4. Market Value Forecast, by End-user, 2017–2031
10.4.1. Hospitals
10.4.2. Ambulatory Surgical Centers
10.4.3. Others
10.5. Market Value Forecast, by Country, 2017–2031
10.5.1. U.S.
10.5.2. Canada
10.6. Market Attractiveness Analysis
10.6.1. By Type
10.6.2. By CAD
10.6.3. By End-user
10.6.4. By Country
11. Europe AI in Endoscopy Market Analysis and Forecast
11.1. Introduction
11.1.1. Key Findings
11.2. Market Value Forecast, by Type, 2017–2031
11.2.1. Products
11.2.2. Services
11.3. Market Value Forecast, by CAD, 2017–2031
11.3.1. CADe
11.3.2. CADx
11.3.3. CADe/CADx
11.4. Market Value Forecast, by End-user, 2017–2031
11.4.1. Hospitals
11.4.2. Ambulatory Surgical Centers
11.4.3. Others
11.5. Market Value Forecast, by Country/Sub-region, 2017–2031
11.5.1. Germany
11.5.2. U.K.
11.5.3. France
11.5.4. Spain
11.5.5. Italy
11.5.6. Rest of Europe
11.6. Market Attractiveness Analysis
11.6.1. By Type
11.6.2. By CAD
11.6.3. By End-user
11.6.4. By Country/Sub-region
12. Asia Pacific AI in Endoscopy Market Analysis and Forecast
12.1. Introduction
12.1.1. Key Findings
12.2. Market Value Forecast, by Type, 2017–2031
12.2.1. Products
12.2.2. Services
12.3. Market Value Forecast, by CAD, 2017–2031
12.3.1. CADe
12.3.2. CADx
12.3.3. CADe/CADx
12.4. Market Value Forecast, by End-user, 2017–2031
12.4.1. Hospitals
12.4.2. Ambulatory Surgical Centers
12.4.3. Others
12.5. Market Value Forecast, by Country/Sub-region, 2017–2031
12.5.1. China
12.5.2. Japan
12.5.3. India
12.5.4. Australia & New Zealand
12.5.5. Rest of Asia Pacific
12.6. Market Attractiveness Analysis
12.6.1. By Type
12.6.2. By CAD
12.6.3. By End-user
12.6.4. By Country/Sub-region
13. Latin America AI in Endoscopy Market Analysis and Forecast
13.1. Introduction
13.1.1. Key Findings
13.2. Market Value Forecast, by Type, 2017–2031
13.2.1. Products
13.2.2. Services
13.3. Market Value Forecast, by CAD, 2017–2031
13.3.1. CADe
13.3.2. CADx
13.3.3. CADe/CADx
13.4. Market Value Forecast, by End-user, 2017–2031
13.4.1. Hospitals
13.4.2. Ambulatory Surgical Centers
13.4.3. Others
13.5. Market Value Forecast, by Country/Sub-region, 2017–2031
13.5.1. Brazil
13.5.2. Mexico
13.5.3. Rest of Latin America
13.6. Market Attractiveness Analysis
13.6.1. By Type
13.6.2. By CAD
13.6.3. By End-user
13.6.4. By Country/Sub-region
14. Middle East & Africa AI in Endoscopy Market Analysis and Forecast
14.1. Introduction
14.1.1. Key Findings
14.2. Market Value Forecast, by Type, 2017–2031
14.2.1. Products
14.2.2. Services
14.3. Market Value Forecast, by CAD, 2017–2031
14.3.1. CADe
14.3.2. CADx
14.3.3. CADe/CADx
14.4. Market Value Forecast, by End-user, 2017–2031
14.4.1. Hospitals
14.4.2. Ambulatory Surgical Centers
14.4.3. Others
14.5. Market Value Forecast, by Country/Sub-region, 2017–2031
14.5.1. GCC Countries
14.5.2. South Africa
14.5.3. Rest of Middle East & Africa
14.6. Market Attractiveness Analysis
14.6.1. By Type
14.6.2. By CAD
14.6.3. By End-user
14.6.4. By Country/Sub-region
15. Competition Landscape
15.1. Market Player - Competition Matrix (by tier and size of companies)
15.2. Market Share Analysis, by Company, 2021
15.3. Company Profiles
15.3.1. Medtronic
15.3.1.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.1.2. Product Portfolio
15.3.1.3. SWOT Analysis
15.3.1.4. Strategic Overview
15.3.2. Wision A.I. Ltd.
15.3.2.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.2.2. Product Portfolio
15.3.2.3. SWOT Analysis
15.2.1.4. Strategic Overview
15.3.3. Olympus Corporation
15.3.3.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.3.2. Product Portfolio
15.3.3.3. SWOT Analysis
15.3.3.4. Strategic Overview
15.3.4. Fujifilm Corporation
15.3.4.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.4.2. Product Portfolio
15.3.4.3. SWOT Analysis
15.3.4.4. Strategic Overview
15.3.5. Pentax Corporation
15.3.5.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.5.2. Product Portfolio
15.3.5.3. SWOT Analysis
15.3.5.4. Strategic Overview
15.3.6. NEC Corporation
15.3.6.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.6.2. Product Portfolio
15.3.6.3. SWOT Analysis
15.3.6.4. Strategic Overview
15.3.7. Odin Vision
15.3.7.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.7.2. Product Portfolio
15.3.7.3. SWOT Analysis
15.3.7.4. Strategic Overview
15.3.8. Magentiq Eye Ltd.
15.3.8.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.8.2. Product Portfolio
15.3.8.3. SWOT Analysis
15.3.8.4. Strategic Overview
15.3.9. Wuhan EndoAngel Medical Technology Company
15.3.9.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.9.2. Product Portfolio
15.3.9.3. SWOT Analysis
15.3.9.4. Strategic Overview
15.3.10. Iterative Scopes
15.3.10.1. Company Overview (HQ, Business Segments, Employee Strength)
15.3.10.2. Product Portfolio
15.3.10.3. SWOT Analysis
15.3.10.4. Strategic Overview
List of Tables
Table 01: Global AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 02: Global AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 03: Global AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 04: Global AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 05: Global AI in Endoscopy Market Value (US$ Mn) Forecast, by Region, 2017–2031
Table 06: North America AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 07: North America AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 08: North America AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 09: North America AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 10: North America AI in Endoscopy Market Value (US$ Mn) Forecast, by Country, 2017–2031
Table 11: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 12: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 13: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 14: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 15: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017–2031
Table 16: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 17: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 18: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 19: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 20: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017–2031
Table 21: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 22: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 23: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 24: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 25: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017–2031
Table 26: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, by Type, 2017–2031
Table 27: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, by Products, 2017–2031
Table 28: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, by CAD, 2017–2031
Table 29: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, by End-user, 2017–2031
Table 30: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017–2031
List of Figures
Figure 01: Global AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 02: Global AI in Endoscopy Market Value Share, by Type (2021)
Figure 03: Global AI in Endoscopy Market Value Share, by CAD (2021)
Figure 04: Global AI in Endoscopy Market Value Share, by End-user (2021)
Figure 05: Global AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 06: Global AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 07: Global AI in Endoscopy Market (US$ Mn), by Products, 2017–2031
Figure 08: Global AI in Endoscopy Market (US$ Mn), by Services, 2017-2031
Figure 09: Global AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 10: Global AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 11: Global AI in Endoscopy Market (US$ Mn), by CADe, 2017–2031
Figure 12: Global AI in Endoscopy Market (US$ Mn), by CADx, 2017-2031
Figure 13: Global AI in Endoscopy Market (US$ Mn), by CADe/CADx, 2017-2031
Figure 14: Global AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 15: Global AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 16: Global AI in Endoscopy Market (US$ Mn), by Hospitals, 2017–2031
Figure 17: Global AI in Endoscopy Market (US$ Mn), by Ambulatory Surgical Centers, 2017-2031
Figure 18: Global AI in Endoscopy Market Value Share Analysis, by Region, 2021 and 2031
Figure 19: Global AI in Endoscopy Market Attractiveness, by Region, 2022-2031
Figure 20: North America AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 21: North America AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 22: North America AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 23: North America AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 24: North America AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 25: North America AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 26: North America AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 27: North America AI in Endoscopy Market Analysis and Forecast, by Country, 2021 and 2031
Figure 28: North America AI in Endoscopy Market Attractiveness Analysis, by Country, 2022–2031
Figure 29: Europe AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 30: Europe AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 31: Europe AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 32: Europe AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 33: Europe AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 34: Europe AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 35: Europe AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 36: Europe AI in Endoscopy Market Analysis and Forecast, Country/Sub-region, 2021 and 2031
Figure 37: Europe AI in Endoscopy Market Attractiveness Analysis, by Country/Sub-region, 2022–2031
Figure 38: Asia Pacific AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 39: Asia Pacific AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 40: Asia Pacific AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 41: Asia Pacific AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 42: Asia Pacific AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 43: Asia Pacific AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 44: Asia Pacific AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 45: Asia Pacific AI in Endoscopy Market Analysis and Forecast, by Country/Sub-region, 2021 and 2031
Figure 46: Asia Pacific AI in Endoscopy Market Attractiveness Analysis, by Country/Sub-region, 2022–2031
Figure 47: Latin America AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 48: Latin America AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 49: Latin America AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 50: Latin America AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 51: Latin America AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 52: Latin America AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 53: Latin America AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 54: Latin America AI in Endoscopy Market Analysis and Forecast, by Country/Sub-region, 2021 and 2031
Figure 55: Latin America AI in Endoscopy Market Attractiveness Analysis, by Country/Sub-region, 2022–2031
Figure 56: Middle East & Africa AI in Endoscopy Market Value (US$ Mn) Forecast, 2017–2031
Figure 57: Middle East & Africa AI in Endoscopy Market Analysis and Forecast, by Type, 2021 and 2031
Figure 58: Middle East & Africa AI in Endoscopy Market Attractiveness Analysis, by Type, 2022–2031
Figure 59: Middle East & Africa AI in Endoscopy Market Analysis and Forecast, by CAD, 2021 and 2031
Figure 60: Middle East & Africa AI in Endoscopy Market Attractiveness Analysis, by CAD, 2022–2031
Figure 61: Middle East & Africa AI in Endoscopy Market Analysis and Forecast, by End-user, 2021 and 2031
Figure 62: Middle East & Africa AI in Endoscopy Market Attractiveness Analysis, by End-user, 2022–2031
Figure 63: Middle East & Africa AI in Endoscopy Market Analysis and Forecast, by Country/Sub-region, 2021 and 2031
Figure 64: Middle East & Africa AI in Endoscopy Market Attractiveness Analysis, by Country/Sub-region, 2022–2031
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AI in Endoscopy Market
*86 figures and 60 tables includes