Discovering Salient Anatomical Landmarks by Predicting Human Gaze

no code implementations • 22 Jan 2020 • Richard Droste, Pierre Chatelain, Lior Drukker, Harshita Sharma, Aris T. Papageorghiou, J. Alison Noble

In this paper, in contrast, we present a method to automatically discover and localize anatomical landmarks in medical images.

Affine Image Registration Clustering +1

Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention

no code implementations • 7 Mar 2019 • Richard Droste, Yifan Cai, Harshita Sharma, Pierre Chatelain, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble

Secondly, we train a simple softmax regression on the feature activations of each CNN layer in order to evaluate the representations independently of transfer learning hyper-parameters.

regression Representation Learning +2