Doctorate of Philosophy - Engineering & Related Technologies, James Cook University
Stephanie Baker
(Lecturer, Electronic Systems and Internet of Things Engineering)
Qualification
Doctorate of Philosophy - Engineering & Related Technologies
Institution
James Cook University
Country
AU
City
N/A
Subject
Development of machine learning schemes for use in non-invasive and continuous patient health monitoring
Date
2017 - 2021
Description
Steph developed machine learning schemes for the non-invasive and continuous measurement of blood pressure and respiratory rate from heart activity waveforms. She also constructed machine learning models for mortality risk assessment from vital sign variations. This research contributes several tools that offer significant advancements in patient monitoring and wearable healthcare.