Recent advancements in artificial intelligence (AI) have had a profound impact on the field of gastrointestinal endoscopy, particularly in the realm of colonoscopy. Recent studies have shown excellent performance of AI models in both computer-aided detection (CADe) and computer-aided diagnosis (CADx) of polyps. Moreover, AI has shown promising results in other aspects of colonoscopy such as prediction of depth of tumor invasion, colonoscopy quality assurance, and AI applications in inflammatory bowel disease. In this review, we summarize the recent literature on the application of AI in colonoscopy, and review the limitations and challenges of existing AI technologies and future directions for this field.
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Harvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Soleymanjahi, Saeed
Huebner, Jack
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Yale Sch Med, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Huebner, Jack
Elmansy, Lina
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Yale Sch Med, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Elmansy, Lina
Rajashekar, Niroop
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Yale Sch Med, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Rajashekar, Niroop
Ludtke, Nando
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Yale Sch Med, Dept Med, Sect Digest Dis, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Ludtke, Nando
Paracha, Rumzah
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Yale Sch Med, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Paracha, Rumzah
Thompson, Rachel
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Yale Sch Med, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Thompson, Rachel
Grimshaw, Alyssa A.
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Yale Univ, Cushing Whitney Med Lib, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Grimshaw, Alyssa A.
Foroutan, Farid
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McMaster Univ, Hamilton, ON, CanadaHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
Foroutan, Farid
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Sultan, Shahnaz
Shung, Dennis L.
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Yale Sch Med, Dept Med, Sect Digest Dis Clin & Translat Res Accelerator, New Haven, CT USA
Yale Sch Med, Dept Biomed Informat & Data Sci, Dept Med, New Haven, CT USAHarvard Sch Med, Mass Gen Brigham, Div Gastroenterol, Boston, MA USA
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Univ North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
McGill, Sarah K.
Rosenman, Julian
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Univ North Carolina Chapel Hill, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
Univ North Carolina Chapel Hill, Dept Comp Sci, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
Rosenman, Julian
Wang, Rui
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Univ North Carolina Chapel Hill, Dept Comp Sci, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
Wang, Rui
Ma, Ruibin
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Univ North Carolina Chapel Hill, Dept Comp Sci, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
Ma, Ruibin
Frahm, Jan-Michael
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Univ North Carolina Chapel Hill, Dept Radiat Oncol, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
Frahm, Jan-Michael
Pizer, Stephen
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Univ North Carolina Chapel Hill, Dept Comp Sci, Chapel Hill, NC 27599 USAUniv North Carolina Chapel Hill, Div Gastroenterol & Hepatol, Dept Internal Med, Chapel Hill, NC 27599 USA
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Univ Hong Kong, Dept Med, Queen Mary Hosp, 102 Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Med, Queen Mary Hosp, 102 Pokfulam Rd, Hong Kong, Peoples R China
Lui, Thomas K. L.
Leung, Wai K.
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Univ Hong Kong, Dept Med, Queen Mary Hosp, 102 Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Med, Queen Mary Hosp, 102 Pokfulam Rd, Hong Kong, Peoples R China