68 citations · 103 across the 16 of their papers we have counts for
3 papers · 1 filter
Predicting Spine Geometry and Scoliosis from DXA Scans
Amir Jamaludin, Timor Kadir, Emma Clark +1
Our objective in this paper is to estimate spine curvature in DXA scans. To this end we first train a neural network to predict the middle spine curve in the scan, and then use an…
Contouring by Unit Vector Field Regression
Amir Jamaludin, Sarim Ather, Timor Kadir +1
This work introduces a simple deep-learning based method to delineate contours by `walking' along learnt unit vector fields. We demonstrate the effectiveness of our pipeline on the…
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime
Rhydian Windsor, Amir Jamaludin, Timor Kadir +1
This paper explores training medical vision-language models (VLMs) -- where the visual and language inputs are embedded into a common space -- with a particular focus on scenarios…