21 citations · 55 across the 7 of their papers we have counts for
4 papers · 1 filter
Improving Palliative Care with Deep Learning
Anand Avati, Kenneth Jung, Stephanie Harman +3
Improving the quality of end-of-life care for hospitalized patients is a priority for healthcare organizations. Studies have shown that physicians tend to over-estimate prognoses,…
Synth-Validation: Selecting the Best Causal Inference Method for a Given Dataset
Alejandro Schuler, Ken Jung, Robert Tibshirani +2
Many decisions in healthcare, business, and other policy domains are made without the support of rigorous evidence due to the cost and complexity of performing randomized experimen…
Some methods for heterogeneous treatment effect estimation in high-dimensions
Scott Powers, Junyang Qian, Kenneth Jung +4
When devising a course of treatment for a patient, doctors often have little quantitative evidence on which to base their decisions, beyond their medical education and published cl…
Effective Representations of Clinical Notes
Sebastien Dubois, Nathanael Romano, David C. Kale +2
Clinical notes are a rich source of information about patient state. However, using them to predict clinical events with machine learning models is challenging. They are very high…