27 citations · 32 across the 4 of their papers we have counts for
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cs.LG2018★ 27 cited
Privacy-Preserving Distributed Deep Learning for Clinical Data
Brett K. Beaulieu-Jones, William Yuan, Samuel G. Finlayson +1
Deep learning with medical data often requires larger samples sizes than are available at single providers. While data sharing among institutions is desirable to train more accurat…
cs.LG2017
Machine Learning for Structured Clinical Data
Brett K. Beaulieu-Jones
Research is a tertiary priority in the EHR, where the priorities are patient care and billing. Because of this, the data is not standardized or formatted in a manner easily adapted…