no code implementations • MIDL 2019 • Luyao Shi, Deepta Rajan, Shafiq Abedin, Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan
In addition to the classification loss, an attention loss was added during training to help the network focus attention on PE.
no code implementations • 5 Oct 2019 • Deepta Rajan, David Beymer, Shafiqul Abedin, Ehsan Dehghan
Pulmonary embolisms (PE) are known to be one of the leading causes for cardiac-related mortality.
no code implementations • 3 Dec 2018 • Nathaniel Braman, David Beymer, Ehsan Dehghan
We explore a solution for learning disease signatures from weakly, yet easily obtainable, annotated volumetric medical imaging data by analyzing 3D volumes as a sequence of 2D images.