Browsing Research Institutes and Centres by Author "RESPECT"
Now showing items 1-5 of 5
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Bi-frequency symmetry difference EIT - feasibility and limitations of application to stroke diagnosis
McDermott, Barry; O'Halloran, Martin; Avery, James; Porter, Emily (Institute of Electrical and Electronics Engineers (IEEE), 2019-12-19)Objective: Bi-Frequency Symmetry Difference (BFSD)-EIT can detect, localize and identify unilateral perturbations in symmetric scenes. Here, we test the viability and robustness of BFSD-EIT in stroke diagnosis. Methods: A ... -
Brain haemorrhage detection through SVM classification of electrical impedance tomography measurements
McDermott, Barry; Dunne, Eoghan; O’Halloran, Martin; Porter, Emily; Santorelli, Adam (Springer, Cham, 2019-08-28)A brain haemorrhage constitutes a serious medical scenario with a need for rapid, accurate detection to facilitate treatment initiation. Machine learning (ML) techniques applied to such medical diagnostic problems can ... -
Feasibility of water content-based dielectric characterisation of biological tissues using mixture models
Balduino, Roberta; McDermott, Barry; Porter, Emily; Elahi, Muhammad Adnan; Shahzad, Atif; O'Halloran, Martin; Cavagnaro, Marta (IEEE, 2019-01-23)This study quantitatively examines the validity of mixture formulae as models to describe the microwave-range dielectric properties of biological tissue of varying water content. Mixture formulae, specifically the Maxwell ... -
Linear regression for estimating bladder volume with voltage signals
Dunne, Eoghan; Santorelli, Adam; McGinley, Brian; O'Halloran, Martin; Porter, Emily (IEEE, 2018-11-08)Urinary incontinence is a common condition that can severely impact the lives of those who have it. Bladder volume monitoring solutions that exploit the electrical differences of different tissues in the pelvis have the ... -
Multiclass SVM for bladder volume monitoring using electrical impedance measurements
Santorelli, Adam; Dunne, Eoghan; Porter, Emily; O'Halloran, Martin (IEEE, 2018-11-08)Urinary incontinence is a common condition that impacts the quality of life from those who suffer from it. Electrical impedance measurements offer the potential for a non-invasive low-cost solution to monitor changes in ...