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An SVM Based Approach for Cardiac View Planning
We consider the problem of automatically prescribing oblique planes (short axis, 4 chamber and 2 chamber views) in Cardiac Magnetic Resonance Imaging (MRI).
A multi-instance learning algorithm based on a stacked ensemble of lazy learners
This document describes a novel learning algorithm that classifies "bags" of instances rather than individual instances.
Double Ramp Loss Based Reject Option Classifier
The goodness of a reject option classifier is quantified using $0-d-1$ loss function wherein a loss $d \in (0,. 5)$ is assigned for rejection.
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