231 citations · 233 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 2 cited
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification
J. Weston Hughes, Taylor Sittler, Anthony D. Joseph +3
We develop a multi-task convolutional neural network (CNN) to classify multiple diagnoses from 12-lead electrocardiograms (ECGs) using a dataset comprised of over 40,000 ECGs, with…
cs.DS2011★ 231 cited
Faster and More Accurate Sequence Alignment with SNAP
Matei Zaharia, William J. Bolosky, Kristal Curtis +6
We present the Scalable Nucleotide Alignment Program (SNAP), a new short and long read aligner that is both more accurate (i.e., aligns more reads with fewer errors) and 10-100x fa…