Recent rising interests in patient-specific thoracic surgical planning and simulation require efficient and robust creation of digital anatomical models from automatic medical image segmentation ...

This is the official repository for the paper titled "Architecture Analysis and Benchmarking of 3D U-Shaped Deep Learning Models for Thoracic Anatomical Segmentation" by Arash Harirpoush, Amirhossein ...

The anatomical model of the TPS is about 14 cm long, and, according to the literature consulted, the DL was represented as a rectangular opening in the dorsal surface and cranial-caudal projection, ...

We present the ThoraX-PriorNet, a novel attention-based CNN model for thoracic disease classification. We first estimate a disease-dependent spatial probability, i.e., an anatomical prior, that ...

To further validate the accuracy of the 3D model in clinical utilization, we compared the virtual 3D broncho-vascular structure phantoms with anatomical structures in a retrospective cohort and a ...