Author

Nathan Macdonald

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Signals Are All You Need: A Deep Learning Architecture for ECG Lead Classification

A permutation-equivariant deep learning architecture that infers lead labels directly from waveforms, using convolutional, recurrent, and attention components to model temporal and inter-lead structure is proposed.

Nathan Macdonald, R. Peeters, P. Bonizzi et al. · 0 citations