arXiv Artificial Intelligence

SA-Profile: Automated Sulcus Angle Profiling from Super-Resolution MRI

1 hour ago 11.09.2026 07:00 👁 1 views
SA-Profile: Automated Sulcus Angle Profiling from Super-Resolution MRI

Quick summary

arXiv:2609.10125v1 Announce Type: cross Abstract: Trochlear dysplasia (TD) is an abnormality of the femoral trochlea associated with anterior knee pain and patellar instability. The sulcus angle (SA) is used to assess trochlear morphology, but it is typically measured on a single axial MR slice with no clear guidance on which to select, making it sensitive to slice selection and landmark placement. We propose an automatic framework for continuous SA profiling from super-resolved MR volumes. Clinically acquired axial, coronal, and sagittal MR scans are combined using implicit neural representat

Key takeaways

  • arXiv:2609.10125v1 Announce Type: cross Abstract: Trochlear dysplasia (TD) is an abnormality of the femoral trochlea associated with anterior knee pain and patellar instability.
  • The sulcus angle (SA) is used to assess trochlear morphology, but it is typically measured on a single axial MR slice with no clear guidance on which to select, making it sensitive to slice selection and landmark placement.
  • We propose an automatic framework for continuous SA profiling from super-resolved MR volumes.

Why it matters

“SA-Profile: Automated Sulcus Angle Profiling from Super-Resolution MRI” illustrates how changes in the AI ecosystem can affect products, workflows and user expectations together. Its lasting significance depends on measurable adoption, cost and safety outcomes.

Kaynak sitede devamını oku: arXiv Artificial Intelligence ↗