Application of artificial intelligence in colorectal cancer screening by colonoscopy: Future prospects (Review)
被引:4
作者:
Ding, Menglu
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Zhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R China
Ding, Menglu
[1
]
Yan, Junbin
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Zhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R China
Yan, Junbin
[1
]
Chao, Guanqun
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机构:
Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Gen Practice, 3 East Qing Chun Rd, Hangzhou 310000, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R China
Chao, Guanqun
[2
]
Zhang, Shuo
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Zhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R ChinaZhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R China
Zhang, Shuo
[1
]
机构:
[1] Zhejiang Chinese Med Univ, Affiliated Hosp 2, Xin Hua Hosp Zhejiang Prov, 318 Chaowang Rd, Hangzhou 310000, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Gen Practice, 3 East Qing Chun Rd, Hangzhou 310000, Zhejiang, Peoples R China
Colorectal cancer (CRC) has become a severe global health concern, with the third-high incidence and second-high mortality rate of all cancers. The burden of CRC is expected to surge to 60% by 2030. Fortunately, effective early evidence-based screening could significantly reduce the incidence and mortality of CRC. Colonoscopy is the core screening method for CRC with high popularity and accuracy. Yet, the accuracy of colonoscopy in CRC screening is related to the experience and state of operating physicians. It is challenging to maintain the high CRC diagnostic rate of colonoscopy. Artificial intelligence (AI)-assisted colonoscopy will compensate for the above shortcomings and improve the accuracy, efficiency, and quality of colonoscopy screening. The unique advantages of AI, such as the continuous advancement of high-performance computing capabilities and innovative deep-learning architectures, which hugely impact the control of colorectal cancer morbidity and mortality expectancy, highlight its role in colonoscopy screening.
机构:
Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Bera, Kaustav
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Schalper, Kurt A.
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Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06510 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Schalper, Kurt A.
;
Rimm, David L.
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Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06510 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Rimm, David L.
;
Velcheti, Vamsidhar
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机构:
NYU, Perlmutter Canc Ctr, Thorac Med Oncol, New York, NY USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Velcheti, Vamsidhar
;
Madabhushi, Anant
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机构:
Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Louis Stokes Cleveland Vet Adm Med Ctr, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
机构:
Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Weill Cornell Med, Dept Physiol & Biophys, New York, NY 10065 USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Bhinder, Bhavneet
;
Gilvary, Coryandar
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OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Gilvary, Coryandar
;
Madhukar, Neel S.
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OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Madhukar, Neel S.
;
Elemento, Olivier
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h-index: 0
机构:
Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Weill Cornell Med, Dept Physiol & Biophys, New York, NY 10065 USA
OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
机构:
German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
German Canc Consortium DKTK, Heidelberg, GermanyGerman Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
机构:
Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Bera, Kaustav
;
Schalper, Kurt A.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06510 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Schalper, Kurt A.
;
Rimm, David L.
论文数: 0引用数: 0
h-index: 0
机构:
Yale Univ, Sch Med, Dept Pathol, New Haven, CT 06510 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Rimm, David L.
;
Velcheti, Vamsidhar
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Perlmutter Canc Ctr, Thorac Med Oncol, New York, NY USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Velcheti, Vamsidhar
;
Madabhushi, Anant
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
Louis Stokes Cleveland Vet Adm Med Ctr, Cleveland, OH 44106 USACase Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
机构:
Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Weill Cornell Med, Dept Physiol & Biophys, New York, NY 10065 USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Bhinder, Bhavneet
;
Gilvary, Coryandar
论文数: 0引用数: 0
h-index: 0
机构:
OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Gilvary, Coryandar
;
Madhukar, Neel S.
论文数: 0引用数: 0
h-index: 0
机构:
OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Madhukar, Neel S.
;
Elemento, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
Weill Cornell Med, Dept Physiol & Biophys, New York, NY 10065 USA
OneThree Biotech, New York, NY USAWeill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY 10065 USA
机构:
German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
German Canc Consortium DKTK, Heidelberg, GermanyGerman Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany