Background Diagnosis of rib fractures plays an important role in identifying trauma severity.
However, quickly and precisely identifying the rib fractures in a large number of CT images …

Background context: Scoliosis is a three-dimensional deformity of the spine with the most
prevalent type being adolescent idiopathic scoliosis (AIS). The rotational spinal deformation …

Manual rib inspections in computed tomography (CT) scans are clinically critical but labor-
intensive, as 24 ribs are typically elongated and oblique in 3D volumes. Automatic rib …

Rib fractures are injuries commonly assessed in trauma wards. Deep learning has
demonstrated state-of-the-art accuracy for a variety of tasks, including image classification …

Rib fractures are a common and potentially severe injury that can be challenging and labor-
intensive to detect in CT scans. While there have been efforts to address this field, the lack of …

Automatic rib labeling and anatomical centerline extraction are common prerequisites for
various clinical applications. Prior studies either use in-house datasets that are inaccessible …

This paper explores the point set representation for tubular structure extraction tasks.
Compared with the traditional mask representation, the point set representation enjoys its …

Rib fracture is the most common thoracic clinical trauma. Most patients have multiple
different types of rib fracture regions, so accurate and rapid identification of all trauma …

Automatic parsing of human anatomies at the instance-level from 3D computed tomography
(CT) is a prerequisite step for many clinical applications. The presence of pathologies …

Automatic ribs segmentation and numeration can increase computed tomography
assessment speed and reduce radiologists mistakes. We introduce a model for multilabel …