Effective End-to-End Deep Learning Process in Medical Imaging Using Independent Task Learning: Application for Diagnosis of Maxillary Sinusitis.

Jang-Hoon Oh Hyug-Gi Kim Kyung Mi Lee Chang Woo Ryu Soonchan Park Ji Hye Jang Hyun Seok Choi Eui Jong Kim

Published in: Yonsei medical journal (2021)

ITL application for maxillary sinusitis showed reasonable performance in internal and external validation tests, compared with applications used in previous studies.

Keyphrases

deep learning
high resolution
healthcare
cone beam computed tomography
artificial intelligence
convolutional neural network
case control