Publications by authors named "Gregory B Rehm"

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Use of Machine Learning to Screen for Acute Respiratory Distress Syndrome Using Raw Ventilator Waveform Data.
Gregory B Rehm, Irene Cortés-Puch, Brooks T Kuhn, Jimmy Nguyen, Sarina A Fazio

Crit Care Explor· January 2021

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A novel system to collect dual pulse oximetry data for critical congenital heart disease screening research.
Kavish Doshi, Gregory B Rehm, Pranjali Vadlaputi, Zhengfeng Lai, Satyan Lakshminrusimha

J Clin Transl Sci· October 2020

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Leveraging IoTs and Machine Learning for Patient Diagnosis and Ventilation Management in the Intensive Care Unit.
Gregory B Rehm, Sang Hoon Woo, Xin Luigi Chen, Brooks T Kuhn, Irene Cortes-Puch

IEEE Pervasive Comput· May 2020

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Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode.
Gregory B Rehm, Brooks T Kuhn, Jimmy Nguyen, Nicholas R Anderson, Chen-Nee Chuah

Stud Health Technol Inform· August 2019

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Creation of a Robust and Generalizable Machine Learning Classifier for Patient Ventilator Asynchrony.
Gregory B Rehm, Jinyoung Han, Brooks T Kuhn, Jean-Pierre Delplanque, Nicholas R Anderson

Methods Inf Med· September 2018

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Development of a research-oriented system for collecting mechanical ventilator waveform data.
Gregory B Rehm, Brooks T Kuhn, Jean-Pierre Delplanque, Edward C Guo, Monica K Lieng

J Am Med Inform Assoc· March 2018

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