Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement
The number of artificial intelligence (AI) tools for colonoscopy on the market is increasing with supporting clinical evidence. Nevertheless, their implementation is not going smoothly for a variety of reasons, including lack of data on clinical benefits and cost-effectiveness, lack of trustworthy g...
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | Journal article |
| Language: | English |
| Published: |
Wiley
2023
|
| _version_ | 1826312520636301312 |
|---|---|
| author | Mori, Y East, JE Hassan, C Halvorsen, N Berzin, TM Byrne, M von Renteln, D Hewett, D Repici, A Ramchandani, M Al Khatry, M Kudo, S-E Wang, P Yu, H Saito, Y Misawa, M Parasa, S Matsubayashi, CO Ogata, H Tajiri, H Pausawasdi, N Dekker, E Ahmad, OF Sharma, P Rex, DK |
| author_facet | Mori, Y East, JE Hassan, C Halvorsen, N Berzin, TM Byrne, M von Renteln, D Hewett, D Repici, A Ramchandani, M Al Khatry, M Kudo, S-E Wang, P Yu, H Saito, Y Misawa, M Parasa, S Matsubayashi, CO Ogata, H Tajiri, H Pausawasdi, N Dekker, E Ahmad, OF Sharma, P Rex, DK |
| author_sort | Mori, Y |
| collection | OXFORD |
| description | The number of artificial intelligence (AI) tools for colonoscopy on the market is increasing with supporting clinical evidence. Nevertheless, their implementation is not going smoothly for a variety of reasons, including lack of data on clinical benefits and cost-effectiveness, lack of trustworthy guidelines, uncertain indications, and cost for implementation. To address this issue and better guide practitioners, the World Endoscopy Organization (WEO) has provided its perspective about the status of AI in colonoscopy as the position statement. WEO position statement: Statement 1.1: Computer-aided detection (CADe) for colorectal polyps is likely to improve colonoscopy effectiveness by reducing adenoma miss rates and thus increase adenoma detection; Statement 1.2: In the short-term, use of CADe is likely to increase healthcare costs by detecting more adenomas; Statement 1.3: In the long-term, the increased cost by CADe could be balanced by savings in costs related to cancer treatment (surgery, chemotherapy, palliative care) due to CADe-related cancer prevention; Statement 1.4: Healthcare delivery systems and authorities should evaluate the cost effectiveness of CADe to support its use in clinical practice; Statement 2.1: Computer-aided diagnosis (CADx) for diminutive polyps (<=5mm), when it has sufficient accuracy, is expected to reduce healthcare costs by reducing polypectomies, pathological examinations, or both; Statement 2.2: Healthcare delivery systems and authorities should evaluate the cost effectiveness of CADx to support its use in clinical practice; Statement 3: We recommend that a broad range of high-quality cost-effectiveness research should be undertaken to understand whether AI-implementation benefits populations and societies in different healthcare systems. |
| first_indexed | 2024-03-07T07:47:59Z |
| format | Journal article |
| id | oxford-uuid:1c5d1840-4afc-4c85-b564-069625351b3a |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-04-09T03:54:17Z |
| publishDate | 2023 |
| publisher | Wiley |
| record_format | dspace |
| spelling | oxford-uuid:1c5d1840-4afc-4c85-b564-069625351b3a2024-03-13T08:06:36ZBenefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statementJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:1c5d1840-4afc-4c85-b564-069625351b3aEnglishSymplectic ElementsWiley2023Mori, YEast, JEHassan, CHalvorsen, NBerzin, TMByrne, Mvon Renteln, DHewett, DRepici, ARamchandani, MAl Khatry, MKudo, S-EWang, PYu, HSaito, YMisawa, MParasa, SMatsubayashi, COOgata, HTajiri, HPausawasdi, NDekker, EAhmad, OFSharma, PRex, DKThe number of artificial intelligence (AI) tools for colonoscopy on the market is increasing with supporting clinical evidence. Nevertheless, their implementation is not going smoothly for a variety of reasons, including lack of data on clinical benefits and cost-effectiveness, lack of trustworthy guidelines, uncertain indications, and cost for implementation. To address this issue and better guide practitioners, the World Endoscopy Organization (WEO) has provided its perspective about the status of AI in colonoscopy as the position statement. WEO position statement: Statement 1.1: Computer-aided detection (CADe) for colorectal polyps is likely to improve colonoscopy effectiveness by reducing adenoma miss rates and thus increase adenoma detection; Statement 1.2: In the short-term, use of CADe is likely to increase healthcare costs by detecting more adenomas; Statement 1.3: In the long-term, the increased cost by CADe could be balanced by savings in costs related to cancer treatment (surgery, chemotherapy, palliative care) due to CADe-related cancer prevention; Statement 1.4: Healthcare delivery systems and authorities should evaluate the cost effectiveness of CADe to support its use in clinical practice; Statement 2.1: Computer-aided diagnosis (CADx) for diminutive polyps (<=5mm), when it has sufficient accuracy, is expected to reduce healthcare costs by reducing polypectomies, pathological examinations, or both; Statement 2.2: Healthcare delivery systems and authorities should evaluate the cost effectiveness of CADx to support its use in clinical practice; Statement 3: We recommend that a broad range of high-quality cost-effectiveness research should be undertaken to understand whether AI-implementation benefits populations and societies in different healthcare systems. |
| spellingShingle | Mori, Y East, JE Hassan, C Halvorsen, N Berzin, TM Byrne, M von Renteln, D Hewett, D Repici, A Ramchandani, M Al Khatry, M Kudo, S-E Wang, P Yu, H Saito, Y Misawa, M Parasa, S Matsubayashi, CO Ogata, H Tajiri, H Pausawasdi, N Dekker, E Ahmad, OF Sharma, P Rex, DK Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title | Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title_full | Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title_fullStr | Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title_full_unstemmed | Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title_short | Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement |
| title_sort | benefits and challenges in implementation of artificial intelligence in colonoscopy world endoscopy organization position statement |
| work_keys_str_mv | AT moriy benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT eastje benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT hassanc benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT halvorsenn benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT berzintm benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT byrnem benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT vonrentelnd benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT hewettd benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT repicia benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT ramchandanim benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT alkhatrym benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT kudose benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT wangp benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT yuh benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT saitoy benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT misawam benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT parasas benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT matsubayashico benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT ogatah benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT tajirih benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT pausawasdin benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT dekkere benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT ahmadof benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT sharmap benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement AT rexdk benefitsandchallengesinimplementationofartificialintelligenceincolonoscopyworldendoscopyorganizationpositionstatement |