Yating Liao

Image-based deep learning in otology: a state-of-the-art review

DL has demonstrated strong potential to improve clinical decision-making and healthcare efficiency in otology, however, the field faces challenges related to data scarcity for rare diseases, poor segmentation performance for tiny structures, and a lack of integration with clinical workflows.