Clinical and Translational Gastroenterology




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The Use of Artificial Intelligence in Gastroenterology: A Glimpse Into the Present.

Jacobson, Brian C. MD, MPH, FACG 1

doi : 10.14309/ctg.0000000000000653

Volume 14(10) pgs. e00653-e00616 October 2023

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Artificial Intelligence-Assisted Optical Diagnosis: A Comprehensive Review of Its Role in Leave-In-Situ and Resect-and-Discard Strategies in Colonoscopy.

El Zoghbi, Maysaa MD, MSc 1; Shaukat, Aasma MD, MPH 1; Hassan, Cesare MD, PhD 2; Anderson, Joseph C. MD 3; Repici, Alessandro MD 2; Gross, Seth A. MD 1

doi : 10.14309/ctg.0000000000000640

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Real-Time Evaluation of Helicobacter pylori Infection by Convolution Neural Network During White-Light Endoscopy: A Prospective, Multicenter Study (With Video).

Shen, Yuqin MM 1,2,*; Chen, Angli MM 3,*; Zhang, Xinsen MM 4,*; Zhong, Xingwei MM 5; Ma, Ahuo MM 6; Wang, Jianping BM 5; Wang, Xinjie MM 1; Zheng, Wenfang MD 7; Sun, Yingchao MM 1; Yue, Lei MM 1; Zhang, Zhe MM 8; Zhang, Xiaoyan MM 4; Lin, Ne MM 1; Kim, John J. MD, MS 9; Du, Qin MM 10; Liu, Jiquan PhD 4; Hu, Weiling PhD 1

doi : 10.14309/ctg.0000000000000643

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Development and Validation of a Machine Learning System to Identify Reflux Events in Esophageal 24-Hour pH/Impedance Studies.

Zhou, Margaret J. MD, MS 1,*; Zikos, Thomas MD 2,*; Goel, Karan PhD 3,*; Goel, Kabir BS 4; Gu, Albert BS 3; Re, Christopher PhD 3; Florez Rodriguez, David Jose MS 1; Clarke, John O. MD 1; Garcia, Patricia MD 1; Fernandez-Becker, Nielsen MD, PhD 1; Sonu, Irene MD 1; Kamal, Afrin MD, MS 1; Sinha, Sidhartha R. MD 1

doi : 10.14309/ctg.0000000000000634

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Human-Like Artificial Intelligent System for Predicting Invasion Depth of Esophageal Squamous Cell Carcinoma Using Magnifying Narrow-Band Imaging Endoscopy: A Retrospective Multicenter Study.

Zhang, Lihui MD 1,2,3,*; Luo, Renquan MA 1,2,3,*; Tang, Dehua MD 4,*; Zhang, Jie MD 5; Su, Yuchen MD 5; Mao, Xinli MA 6; Ye, Liping MA 6; Yao, Liwen MD 1,2,3; Zhou, Wei MD 1,2,3; Zhou, Jie MD 1,2,3; Lu, Zihua MD 1,2,3; Zhang, Mengjiao MA 1,2,3; Xu, Youming MD 1,2,3; Deng, Yunchao MD 1,2,3; Huang, Xu MA 1,2,3; He, Chunping MD 1,2,3; Xiao, Yong MD 1,2,3; Wang, Junxiao MA 1,2,3; Wu, Lianlian MD 1,2,3; Li, Jia MD 1,2,3; Zou, Xiaoping MD 4,#; Yu, Honggang MD 1,2,3,#

doi : 10.14309/ctg.0000000000000606

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Development of Electronic Health Record-Based Machine Learning Models to Predict Barrett's Esophagus and Esophageal Adenocarcinoma Risk.

Iyer, Prasad G. MD, MSc 1; Sachdeva, Karan MD 1; Leggett, Cadman L. MD 1; Codipilly, D. Chamil MD 1; Abbas, Halim PhD 2; Anderson, Kevin PhD 2; Kisiel, John B. MD, MSc 1; Asfahan, Shahir MD 3; Awasthi, Samir MD, PhD 3; Anand, Praveen PhD 3; Kumar M, Praveen MD 3; Singh, Shiv Pratap BE 3; Shukla, Sharad BE 3; Bade, Sairam BE 3; Mahto, Chandan BE 3; Singh, Navjeet BE 3; Yadav, Saurav BE 3; Padhye, Chinmay MS 3

doi : 10.14309/ctg.0000000000000637

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Deep Learning and Minimally Invasive Endoscopy: Automatic Classification of Pleomorphic Gastric Lesions in Capsule Endoscopy.

Mascarenhas, Miguel MD, MSc 1,2,3,*; Mendes, Francisco MD, MSc 1,2,*; Ribeiro, Tiago MD, MSc 1,2; Afonso, Joao MD, MSc 1,2; Cardoso, Pedro MD, MSc 1,2; Martins, Miguel MD, MSc 1,2; Cardoso, Helder MD, MSc 1,2,3; Andrade, Patricia MD, MSc 1,2,3; Ferreira, Joao PhD 4,5; Mascarenhas Saraiva, Miguel MD, PhD 6; Macedo, Guilherme MD, PhD 1,2,3

doi : 10.14309/ctg.0000000000000609

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A Multimodal Multipath Artificial Intelligence System for Diagnosing Gastric Protruded Lesions on Endoscopy and Endoscopic Ultrasonography Images.

Zhu, Chang PhD 1,*; Hua, Yifei MM 1,*; Zhang, Min PhD 1; Wang, Yun PhD 1; Li, Wenjie MD 1; Ding, Yanbing MD 2; She, Qiang MD 2; Zhang, Weifeng MD 1; Si, Xinmin MD 1; Kong, Zihao MM 1; Liu, Baiyun MD 3; Chen, Weidao MD 3; Wu, Jiangfen MD 3; Dang, Yini MD 1; Zhang, Guoxin PhD 1

doi : 10.14309/ctg.0000000000000551

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Artificial Intelligence and Anorectal Manometry: Automatic Detection and Differentiation of Anorectal Motility Patterns-A Proof-of-Concept Study.

Saraiva, Miguel Mascarenhas MD, MSc 1,2,3,*; Pouca, Maria Vila PhD 4,5,*; Ribeiro, Tiago MD, MSc 1,2; Afonso, Joao MD, MSc 1,2; Cardoso, Helder MD, MSc 1,2,3; Sousa, Pedro PhD 4,5; Ferreira, Joao PhD 4,5; Macedo, Guilherme MD, PhD 1,2,3; Junior, Ilario Froehner MD 6,7

doi : 10.14309/ctg.0000000000000555

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Using Artificial Intelligence to Predict Cirrhosis From Computed Tomography Scans.

Mazumder, Nikhilesh R. MD, MPH 1,2,*; Enchakalody, Binu MS 3,*; Zhang, Peng PhD 3; Su, Grace L. MD 1,,3

doi : 10.14309/ctg.0000000000000616

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