Adelaide Medical School
Faculty of Health and Medical Sciences
I am part of the Cystic Fibrosis Airway Research Group. My work looks at analysing the images that are collected from our visits to the Synchrotron, and extracting useful data about the mucus clearance rate. I am also interested in developing automatic image analysis methods using machine learning.
Year Citation 2019 Gardner, M., McCarron, A., Morgan, K., Parsons, D., & Donnelley, M. (2019). Particle coating alters mucociliary transit in excised rat trachea: A synchrotron X-ray imaging study. Scientific Reports, 9(1), 10 pages.
Year Citation 2019 Gardner, M., Donnelley, M., Parsons, D., Morgan, K., McCarron, A., & Cmielewski, P. (2019). Neural Networks provide superior detection of particles in Synchrotron X-ray images for automated Mucociliary Transport measurement. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). online: IEEE. 2019 Morgan, K. S., Gradl, R., Dierolf, M., Jud, C., Günther, B., Werdiger, F., . . . Donnelley, M. (2019). In vivo x-ray imaging of the respiratory system using synchrotron sources and a compact light source. In B. Müller, & G. Wang (Eds.), Developments in X-Ray Tomography XII (pp. 111130G-1-111130G-12). online: Society of Photo-optical Instrumentation Engineers.
2018 Gardner, M., Randhawa, S., Malouf, G., & Reynolds, K. J. (2018). A Modified Mask for Continuous Cardiac Monitoring during Positive Airway Pressure Therapy. In 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Vol. 2018-July (pp. 4363-4366). online: IEEE.
2017 Gardner, M., Randhawa, S., Malouf, G., & Reynolds, K. J. (2017). A wearable device for monitoring patients during PAP therapy. In 2017 IEEE Life Sciences Conference (LSC) Vol. 2018-January (pp. 13-16). Sydney: IEEE.
2017 Gardner, M., Randhawa, S., Reynolds, K. J., & Malouf, G. (2017). Estimation of heart rate during sleep measured from a gyroscope embedded in a CPAP mask. In 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES) (pp. 646-651). Kuala Lumpur, Malaysia: IEEE.
Year Citation 2015 Gardner, M., Malouf, G., & Reynolds, K. (2015). Australian Biomedical Engineering Conference. Poster session presented at the meeting of Australian Biomedical Engineering Conference. Melbourne, Australia.
- Robinson Research Institute Travel Grant 2019
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