Gregory B. Rehm

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 8

Top Topics

Machine Learning

Clinical Decision Support Systems

Top Venues

J. Am. Medical Informatics Assoc.

IEEE Pervasive Comput.

Publications

Gregory B. Rehm, Jimmy Nguyen, Chelsea Gilbeau, Marc T. Bomactao, Chen-Nee Chuah, Jason Y. Adams
Clinical Validation of Single-Chamber Model-Based Algorithms Used to Estimate Respiratory Compliance. CoRR (2021)
Gregory B. Rehm, Chao Wang, Irene Cortes-Puch, Chen-Nee Chuah, Jason Y. Adams
Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning? CoRR (2021)
Gregory B. Rehm, Sang Hoon Woo, Xin Luigi Chen, Brooks T. Kuhn, Irene Cortes-Puch, Nicholas R. Anderson, Jason Y. Adams, Chen-Nee Chuah
Leveraging IoTs and Machine Learning for Patient Diagnosis and Ventilation Management in the Intensive Care Unit. IEEE Pervasive Comput. 19 (3) (2020)
Gregory B. Rehm, Brooks T. Kuhn, Jimmy Nguyen, Nicholas R. Anderson, Chen-Nee Chuah, Jason Y. Adams
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode. CoRR (2019)
Gregory B. Rehm, Brooks T. Kuhn, Jimmy Nguyen, Nicholas R. Anderson, Chen-Nee Chuah, Jason Y. Adams
Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode. MedInfo (2019)
Gregory B. Rehm, Brooks Kuhn, Jean-Pierre Delplanque, Edward Guo, Monica Lieng, Jimmy Nguyen, Nicholas R. Anderson, Jason Y. Adams
Development of a research-oriented system for collecting mechanical ventilator waveform data. J. Am. Medical Informatics Assoc. 25 (3) (2018)
Gregory B. Rehm, Michael Thompson, Brad Busenius, Jennifer Fowler
Mobile Encryption Gateway (MEG) for Email Encryption. CoRR (2017)
Monica Lieng, Brooks Kuhn, Gregory B. Rehm, Edward Guo, Jean-Pierre Delplanque, Nick R. Anderson, Jason Y. Adams
An Automatic, Multi-Algorithm Approach to Classify Ventilator Waveforms. AMIA (2016)