
Renee Miller
Engineering Co-op

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About me
Leading digital projects to improve diagnostic and predictive power of PDx products
Education

The University of Auckland
2013 - 2017Doctor of Philosophy - PhD Medical ImagingMy PhD research involved investigating anisotropic stiffness parameters measured from cardiac magnetic resonance elastography (MRE). MRE has the potential to provide accurate, non-invasive cardiac stiffness values throughout the cardiac cycle that can be incorporated into patient-specific finite element models. The project was a collaboration with Dr Arun Kolipaka at Ohio State University and was supervised by Professors Alistair Young and Martyn Nash.

University of Cape Town
2010 - 2011MSc Biomedical EngineeringThesis Title: A Computational Study of Post-Infarct Mechanical Effects of Injected Biomaterial into Ischemic Myocardium Biomechanical Sciences GroupCardiovascular Research UnitFaculty of Health SciencesUniversity of Cape TownObservatory 7925, South Africa

Marquette University
2005 - 2009B.S. Biomechanical EngineeringActivities and Societies: Tau Beta Pi, Alpha Eta Mu Beta, Alpha Sigma Nu, SWE, Pure Dance Marquette, Dance Inc.
Experience

Baxter Healthcare
May 2006 - Dec 2008Engineering Co-opFirst term * Tested porous membrane filters for optimum albumin and IgG separation * Analyzed plasma components using HPLC * Wrote SOP for the use of HPLC in plasma component analysisSecond term* Performed experiments to compare in-line flow sensors in closed-loop systems (for potential use in infusion pump)* Designed and carried out a human factors study for investigation of new IV connection design* Organized voice of customer meetings with clinicians from hospitals in the Chicago area Show less

Shonaquip LLC
Jan 2008 - Jun 2008Product Development Intern* Designed and built a seating simulator that created a body mould to create patient-specific wheelchairs * Met project criteria including ease of use, functionality, mobility, and financial goals * Communicated with suppliers and users from multiple countries* Developed specifications and sourced all materials* Developed and conducted training for occupational therapists in the use of the simulator

Duke University
May 2009 - Aug 2009REU FellowInvestigated the use of acoustic radiation force impulse (ARFI) imaging for real-time imaging of ablation treatments to prevent recurring cardiac arrhythmias. Wrote Matlab code to process ARFI images to determine smallest distinguishable ablated areas in order to prevent re-entrant pathways during ablation therapy.

Marquette University
Aug 2009 - Dec 2009Tutored university students in calculus, physics, biology, and introductory engineering courses in both group sessions and one-on-one Created finite element models from segmentations of left/right iliac arteries and external/internal carotid arteries as well as ran flow simulations using Simvascular
Tutor
Aug 2009 - Dec 2009Lab Assistant
Aug 2009 - Dec 2009

University of Cape Town
Feb 2010 - Jul 2012Masters StudentThe goal of the research into myocardial infarction currently undertaken at the Cardiovascular Research Unit was to contribute to the understanding and advancement of one emerging therapy for acute MI, the injection of polymeric biomaterials into the ischemic myocardium through studying the biomechanical mechanisms associated with this treatment.In order to understand the underlying mechanisms of the polymer and its effects on the infarcted and healthy myocardium, the aim of the Master’s thesis was to establish a computational model to simulate LV mechanics of a healthy ventricle, infarcted ventricle, and infarcted ventricle with injected biomaterial. Those models were then used to perform quantitative mechanical analysis on the healthy and infarcted myocardium as well as the functional border zone (BZ), investigating the optimal site and time for injection of the polymeric biomaterial post-infarction. Computational models built of the LV in the MSc thesis provided insight into the mechanical mechanisms taking place, allowing for a means of quantitative deformation and stress analysis in the myocardium. Show less

Lodox Systems
Jun 2012 - Jan 2013Service EngineerLodox is a low-dose x-ray machine that can provide full-body high resolution x-ray scans quickly. As an on-call service engineer, I provided 24-7 support for four locations with Lodox machines in the Cape Town area. I fixed minor issues (software and hardware) and served as a link between the hospital and the head office in Johannesburg.

The University of Auckland
Jun 2013 - Oct 2017Researcher Phd Candidate- Developed novel inverse methods for estimating anisotropic tissue stiffness from cardiac MR elastography data- Registered data from different imaging sequences encoding deformation (MRE), geometry (cMRI) and tissue microstructure (DTI), which were collected in separate acquisitions, to generate computational models and perform simulations using subject-specific finite element models of the left ventricle- Simulated harmonic deformation in cardiac and phantom geometries using Abaqus in order to test inverse methods Show less

University of Auckland
Jul 2013 - Nov 2018- Compared two common methods of data acquisition for MR elastography images (EPI and GRE sequences) and their impact on clinical metrics (i.e. stiffness)- Developed isotropic and anisotropic phantoms for the validation of inverse methods to estimate anisotropic stiffness from MR elastography data- Designed parts for phantom stretch setup in Solidworks- Took part in supervision of an MSc student investigating stiffness of the liver from a cohort of healthy volunteers - Taught the practical component for two engineering courses: 1) an introductory programming course in Matlab and C and 2) a second semester mathematics course (Mathematical Modelling II) to first and second year engineering students, respectively.
Research Fellow
Nov 2017 - Nov 2018Lab Tutor
Jul 2013 - Nov 2017

King's College London
Nov 2018 - Sept 2021Research Associate- Optimised pipeline for generating patient-specific cardiac models from magnetic resonance imaging (MRI) data for a large cohort of patients and volunteers- Led team in training and validation of a neural network for identifying valve landmarks from cardiac MRI- Methodically compared impact of chosen model paradigms on modelling cardiac function in finite element study- Ran finite element simulations of the cardiac cycle in biventricular models (in-house FE code)- Estimated patient-specific tissue stiffness in cardiac models based on imaging data- Coordinated clinical study (on tissue stiffness in hypertrophic cardiomyopathy) with radiologists to acquire patient cardiac MRI data and ensured alignment of research questions with clinical needs- Wrote ethics application and designed pilot study for longitudinal investigation of hypertensive heart failure using a novel porcine model, in which imaging (MR and ultrasound), invasive ventricular pressure and ECG measurements were collected - Co-wrote book chapter on cardiac modelling methods, including an extensive literature review into the role of modelling to study pathologies such as hypertrophic cardiomyopathy, aortic valve stenosis and myocardial infarction Show less

GE HealthCare
Oct 2021 - nowDigital Project Manager- Lead academic/corporate collaboration projects - Co-supervise PhD students through academic partnerships- Develop product blueprint plans and present to product leaders and key stakeholders
Licenses & Certifications
- View certificate

Practical Influencing Techniques
LinkedInMar 2022
Honors & Awards
- Awarded to Renee MillerJames B. Bassingthwaighte Young Investigator Award Cardiac Physiome Society 2015
- Awarded to Renee MillerPostgraduate Scholarship National Heart Foundation Sep 2013
- Awarded to Renee MillerWhitaker Fellowship Whitaker International 2010
Languages
- enEnglish
- frFrench
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