Search Results for author: James McCouat

Found 3 papers, 2 papers with code

Infant hip screening using multi-class ultrasound scan segmentation

no code implementations8 Nov 2022 Andrew Stamper, Abhinav Singh, James McCouat, Irina Voiculescu

Developmental dysplasia of the hip (DDH) is a condition in infants where the femoral head is incorrectly located in the hip joint.

Contour-Hugging Heatmaps for Landmark Detection

1 code implementation CVPR 2022 James McCouat, Irina Voiculescu

We find that this method not only achieves localisation results on par with other state-of-the-art methods but also an uncertainty score which correlates with the true error for each landmark thereby bringing an overall step change in what a generic computer vision method for landmark detection should be capable of.

Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations

1 code implementation14 Oct 2019 James McCouat, Ben Glocker

We propose a new, two-stage approach to the vertebrae centroid detection and localization problem.

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