activity
20172023
most citedLarge Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks

76 citations · 144 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.SP2021

Convolution-Free Waveform Transformers for Multi-Lead ECG Classification

Annamalai Natarajan, Gregory Boverman, Yale Chang +2

We present our entry to the 2021 PhysioNet/CinC challenge - a waveform transformer model to detect cardiac abnormalities from ECG recordings. We compare the performance of the wave…

cs.LG2021★ 2 cited

Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series

Asif Rahman, Yale Chang, Jonathan Rubin

Time series models with recurrent neural networks (RNNs) can have high accuracy but are unfortunately difficult to interpret as a result of feature-interactions, temporal-interacti…