Modeling the Arterial System to Improve Ultrasound Measurements of Hemodynamic Parameters

One of the most crucial parameters for monitoring Cardiovascular disease (CVD) risk is one’s Arterial Blood Pressure (ABP). Clinicians use a radial arterial catheter to measure ABP in an intensive care unit (ICU). Although this method is considered the gold standard, its invasive nature makes it undesirable and inaccessible outside an ICU. One solution to this problem is to take advantage of ultrasonic measurements, which are noninvasive and extremely accessible. However, developing an algorithm to convert ultrasound data into a legitimate ABP waveform requires an extensive amount of patient data. The limitation is that this data is difficult to obtain and impossible to fully control. The solution presented here is to use a flow phantom: a physical, hydraulic system that mimics arterial blood flow. The phantom provides pressure waveforms, which come directly from a catheterized tube, and volumetric flow waveforms, from an ultrasonic flow meter, that closely match the morphology of patient data. Developing a physical model of the arterial system allows for control over an expanded range of parameter relationships for experimentation. To help understand the behavior and results of the flow phantom, a hydraulic fluids simulation and a circuit simulation were also developed. The combination of data from all models enables increased understanding of parameter relationships and intuitive understanding of the behaviors of the flow phantom. This data is used to inform the development of the ABP estimation algorithm from blood flow velocity and arterial distension, as well as validating the algortihm’s outputs.

Name thesis:degree_name

Master

Department dc:contributor.department

Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science

Grantor dc:publisher

Massachusetts Institute of Technology

Year dc:date.issued

2022

Author dc:creator

• Harabedian, Jeanne

Advisor dc:contributor.advisor

• Sodini, Charles G.

Statement dc:rights

• In Copyright - Educational Use Permitted
• Copyright MIT

Licence dc:rights.uri

• http://rightsstatements.org/page/InC-EDU/1.0/

Handle dc:identifier.uri

https://hdl.handle.net/1721.1/144787

OAI identifier oai:identifier

oai:dspace.mit.edu:1721.1/144787