Gregory B. Rehm

发表

Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode

Chen-Nee Chuah, Gregory B. Rehm, Brooks T. Kuhn, 2019, MedInfo.

Mobile Encryption Gateway (MEG) for Email Encryption pdf

Michael Thompson, Gregory B. Rehm, Brad Busenius, 2017, ArXiv.

An Automatic, Multi-Algorithm Approach to Classify Ventilator Waveforms

Nick Anderson, Jean-Pierre Delplanque, Gregory B. Rehm, 2016, AMIA.

Leveraging IoTs and Machine Learning for Patient Diagnosis and Ventilation Management in the Intensive Care Unit

Chen-Nee Chuah, Gregory B. Rehm, Jason Y. Adams, 2020, IEEE Pervasive Computing.

An Analytic Platform for the Rapid and Reproducible Annotation of Ventilator Waveform Data

Gregory B. Rehm, Jimmy Nguyen, Jason Y. Adams, 2019, bioRxiv.

A Machine Learning Classifier for Early Detection of ARDS Using Raw Ventilator Waveform Data

Chen-Nee Chuah, Gregory B. Rehm, Irene Cortes-Puch, 2019 .

Development of a research-oriented system for collecting mechanical ventilator waveform data

Jean-Pierre Delplanque, Gregory B. Rehm, Jimmy Nguyen, 2018, J. Am. Medical Informatics Assoc..

Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning? pdf

Chen-Nee Chuah, Gregory B. Rehm, Irene Cortes-Puch, 2021, ArXiv.

A novel system to collect dual pulse oximetry data for critical congenital heart disease screening research

Gregory B. Rehm, C. Chuah, S. Lakshminrusimha, 2020, Journal of Clinical and Translational Science.

Clinical Validation of Single-Chamber Model-Based Algorithms Used to Estimate Respiratory Compliance pdf

Chen-Nee Chuah, Gregory B. Rehm, Gregory Rehm, 2021, ArXiv.

Use of Machine Learning to Screen for Acute Respiratory Distress Syndrome Using Raw Ventilator Waveform Data

Gregory B. Rehm, Jason Y. Adams, C. Chuah, 2021, Critical care explorations.

Development and Validation of a Multi-Algorithm Analytic Platform to Detect Off-Target Mechanical Ventilation

Gregory B. Rehm, Jason Y. Adams, J. Delplanque, 2017, Scientific Reports.

Creation of a Robust and Generalizable Machine Learning Classifier for Patient Ventilator Asynchrony

Jinyoung Han, Chen-Nee Chuah, Jean-Pierre Delplanque, 2018, Methods of Information in Medicine.

Creation of a Robust and Generalizable Machine Learning Classifier for Patient Ventilator Asynchrony

Gregory B. Rehm, Jason Y. Adams, Jinyoung Han, 2018, Methods of Information in Medicine.