Search Results for author: David Beymer

Found 5 papers, 1 papers with code

Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG

no code implementations5 Jan 2019 Deepta Rajan, David Beymer, Girish Narayan

Though deep neural networks have achieved unprecedented success in predictive modeling, they rely solely on discriminative models that can generalize poorly to unseen classes.

BIG-bench Machine Learning

Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network

no code implementations3 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.

Multiple Instance Learning

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