Title of article :
The role of artificial intelligence in colon polyps detection
Author/Authors :
Rasouli, Pezhman Department of Computer - West Tehran Branch - Islamic Azad University - Tehran, Iran , Dooghaie Moghadam, Arash Gastroenterology and Liver Diseases Research Center - Research Institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran , Eslami, Pegah Gastroenterology and Liver Diseases Research Center - Research Institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran , Aghajanpoor Pasha, Morteza Gastroenterology and Hepatobiliary Research Center - AJA University of Medical Sciences - Tehran, Iran , Asadzadeh Aghdaei, Hamid Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center - Research institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran , Mehrvar, Azim Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center - Research institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran , Nezami-Asl, Amir Research Center for Cancer Screening and Epidemiology - AJA University of Medical Sciences - Tehran, Iran , Iravani, Shahrokh Research Center for Cancer Screening and Epidemiology - AJA University of Medical Sciences - Tehran, Iran , Sadeghi, Amir Gastroenterology and Liver Diseases Research Center - Research Institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran , Zali, Mohammad Reza Gastroenterology and Liver Diseases Research Center - Research Institute for Gastroenterology and Liver Diseases - Shahid Beheshti University of Medical Sciences - Tehran, Iran
Pages :
9
From page :
191
To page :
199
Abstract :
Over the past few decades, artificial intelligence (AI) has evolved dramatically and is believed to have a significant impact on all aspects of technology and daily life. The use of AI in the healthcare system has been rapidly growing, owing to the large amount of data. Various methods of AI including machine learning, deep learning and convolutional neural network (CNN) have been used in diagnostic imaging, which have helped physicians in the accurate diagnosis of diseases and determination of appropriate treatment for them. Using and collecting a huge number of digital images and medical records has led to the creation of big data over a time period. Currently, considerations regarding the diagnosis of various presentations in all endoscopic procedures and imaging findings are solely handled by endoscopists. Moreover, AI has shown to be highly effective in the field of gastroenterology in terms of diagnosis, prognosis, and image processing. Herein, this review aimed to discuss different aspects of AI use for early detection and treatment of gastroenterology diseases.
Keywords :
Colonoscopy , Artificial intelligence , Deep learning , Polyp detection , Image processing , Computer-assisted
Journal title :
Gastroenterology and Hepatology From Bed to Bench
Serial Year :
2020
Record number :
2655763
Link To Document :
بازگشت