상부위장관 질환의 딥러닝 적용

Artificial intelligence using deep learning has been applied to gastrointestinal disorders for the detection, classification, and delin­eation of various lesion images. With the accumulation of enormous medical records, the evolution of computation power with graphic processing units, and the widespread use of open-source libraries in large-scale machine learning processes, medical artificial intelligence is overcoming its traditional limitations. This paper explains the basic concepts of deep learning model estab­lishment and summarizes previous studies on upper gastrointestinal disorders. The limitations and perspectives on future devel­opment are also discussed.