18 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories
Steven J. Krieg, Nitesh V. Chawla, Keith Feldman
The widespread application of machine learning techniques to biomedical data has produced many new insights into disease progression and improving clinical care. Inspired by the fl…
cs.CY2017★ 18 cited
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline
Keith Feldman, Louis Faust, Xian Wu +2
From medical charts to national census, healthcare has traditionally operated under a paper-based paradigm. However, the past decade has marked a long and arduous transformation br…