Joseph J. Frassica - Publications

Leveraging observational and prospective data to develop an opioid exposure detection model.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Machine learning-based clinical decision support for infection risk prediction.

Journal: Frontiers in medicine

Published: May 09, 2023

Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19.

Journal: Scientific reports

Published: September 01, 2021

Early prediction of hemodynamic interventions in the intensive care unit using machine learning.

Journal: Critical care (London, England)

Published: March 11, 2021

Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome.

Journal: NPJ digital medicine

Published: November 22, 2020

A rapidly deployable individualized system for augmenting ventilator capacity.

Journal: Science translational medicine

Published: March 28, 2020

A clinical prediction model to identify patients at high risk of hemodynamic instability in the pediatric intensive care unit.

Journal: Critical care (London, England)

Published: January 17, 2017

A practical algorithm to reduce false critical ECG alarms using arterial blood pressure and/or photoplethysmogram waveforms.

Journal: Physiological measurement

Published: July 26, 2016

Estimation of the patient monitor alarm rate for a quantitative analysis of new alarm settings.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: January 09, 2015