Qinsheng Hu

A Deep Learning System for Automatic Localization of Anatomical Landmarks in X-rays to Assist in Diagnosis and Surgical Planning

Accurate localization of anatomical landmarks is crucial for clinical diagnosis and treatment assessment. However, existing Convolutional Neural Network (CNN)-based methods may result in global spatial information loss and consequent localization failures in the presence of complex anatomical structures or parenchy...