Effects of Epileptiform Activity on Discharge Outcome in Critically Ill Patients

no code implementations • 9 Mar 2022 • Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Rajesh Amerineni, Lin Liu, Jimeng Sun, Sahar Zafar, Aaron Struck, Alexander Volfovsky, Cynthia Rudin, M. Brandon Westover

Having a maximum EA burden greater than 75% when untreated had a 22% increased chance of a poor outcome (severe disability or death), and mild but long-lasting EA increased the risk of a poor outcome by 14%.

Causal Inference Decision Making

Local Change Point Detection and Cleaning of EEMD Signals with Application to Acoustic Shockwaves

no code implementations • 1 Mar 2021 • Kentaro Hoffman, Jonathan M. Lees, Kai Zhang

Using this technique, we demonstrate improved signal cleaning performance for acoustic shockwave signal detection.

Change Point Detection