Jason Y. Adams

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Decision Support System

Machine Learning

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi
Physiowise: A Physics-aware Approach to Dicrotic Notch Identification. ACM Trans. Comput. Heal. 4 (2) (2023)
Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi
Dicrotic Notch Identification: a Generalizable Hybrid Approach under Arterial Blood Pressure (ABP) Curve Deformations. EMBC (2021)
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)
Albert W. Riedl, Irene Cortes-Puch, Ernest P. Stewart, Nick R. Anderson, Jason Y. Adams
Semi-automated clinical data annotation framework using web-based RedCap and Jupyter Notebook Tools. AMIA (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)
Sarina Fazio, Nick R. Anderson, Jason Y. Adams
Comparison of videography and clinician documentation in the ICU: What types of activity does the EHR accurately measure? AMIA (2018)
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)