Mark Gardner
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.
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Appointments
Date Position Institution name 2014 - 2014 Intern Sensirion AG -
Education
Date Institution name Country Title 2009 - 2013 University of New South Wales Australia Bachelor in Engineering (Mechatronics)/Masters in Biomedical Engineering -
Research Interests
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Journals
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Book Chapters
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Conference Papers
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 Vol. 11113 (pp. 111130G-1-111130G-12). online: Society of Photo-optical Instrumentation Engineers.
Scopus12018 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.
Scopus1 Europe PMC12017 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.
Scopus12017 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.
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Conference Items
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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