짝지어진 데이터셋을 이용한 분할-정복 U-net 기반 고화질 초음파 영상 복원

• Published in: Journal of biomedical engineering research Vol. 45; no. 3; pp. 118 - 127
• Main Authors: 유민하, 안치영, Minha Yoo, Chi Young Ahn
• Format: Journal Article
• Language: Korean
• Published: 대한의용생체공학회 01.06.2024
• Subjects: 의공학; Paired dataset; Image quality enhancement; Ultrasound imaging; U-net; Divide and conquer

Commonly deep learning methods for enhancing the quality of medical images use unpaired dataset due to the impracticality of acquiring paired dataset through commercial imaging system. In this paper, we propose a supervised learning method to enhance the quality of ultrasound images. The U-net model...