Christine Lee

Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis

Feras Hatib, Zhongping Jian, Sai Buddi et al. · Anesthesiology · 2018 · 570 citations

An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data

Brian L. Hill, Robert J. Brown, Eilon Gabel et al. · British Journal of Anaesthesia · 2019 · 96 citations · Full text

Data Science, Predictive Analytics, Patient Safety +8

Development and validation of a deep neural network model to predict postoperative mortality, acute kidney injury, and reintubation using a single feature set

Ira Hofer, Christine Lee, Eilon Gabel et al. · npj Digital Medicine · 2020 · 79 citations · Full text

Closed-loop assisted versus manual goal-directed fluid therapy during high-risk abdominal surgery: a case–control study with propensity matching

Joseph Rinehart, Marc Lilot, Christine Lee et al. · Critical Care · 2015 · 71 citations · Full text

Closed-Loop Fluid Administration Compared to Anesthesiologist Management for Hemodynamic Optimization and Resuscitation During Surgery

Joseph Rinehart, Christine Lee, Cecilia Canales et al. · Anesthesia & Analgesia · 2013 · 62 citations