By Associate Professor Socrates Dokos

Journal articles

Eiber ; Dokos ; Lovell ; Suaning , 2016, 'A spectral element method with adaptive segmentation for accurately simulating extracellular electrical stimulation of neurons', Medical and Biological Engineering and Computing

Xie HB; Zhou P; Guo T; Sivakumar B; Zhang X; Dokos S, 2016, 'Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification', IEEE Transactions on Biomedical Engineering, 63, pp. 1416 - 1425, http://dx.doi.org/10.1109/TBME.2015.2436375

Al Abed A; Lovell NH; Dokos S, 2016, 'Local heterogeneous electrical restitution properties of rabbit atria', Journal of Cardiovascular Electrophysiology, 27, pp. 743 - 753, http://dx.doi.org/10.1111/jce.12968

Xie HB; Dokos S; Sivakumar B; Mengersen K, 2016, 'Symplectic geometry spectrum regression for prediction of noisy time series', Physical Review E, 93, http://dx.doi.org/10.1103/PhysRevE.93.052217

Guo T; Tsai D; Morley JW; Suaning GJ; Kameneva T; Lovell NH; Dokos S, 2016, 'Electrical activity of on and off retinal ganglion cells: A modelling study', Journal of Neural Engineering, 13, http://dx.doi.org/10.1088/1741-2560/13/2/025005

Ho KA; Taylor JL; Chew T; Gálvez V; Alonzo A; Bai S; Dokos S; Loo CK, 2016, 'The Effect of Transcranial Direct Current Stimulation (tDCS) Electrode Size and Current Intensity on Motor Cortical Excitability: Evidence from Single and Repeated Sessions', Brain Stimulation, 9, pp. 1 - 7, http://dx.doi.org/10.1016/j.brs.2015.08.003

Elgendi M; Norton I; Brearley M; Dokos S; Abbott D; Schuurmans D, 2016, 'A pilot study: Can heart rate variability (HRV) be determined using short-term photoplethysmograms?', , http://dx.doi.org/10.12688/f1000research.9556.1

Teng Zhang ; Siwei Bai ; Cook I; Szczesniak M; Maclean J; Dokos S, 2016, 'Modeling of pharyngoesophageal segment during tracheoesophageal phonation in total laryngectomy patients with preliminary validation.', Annu Int Conf IEEE Eng Med Biol Soc, 2016, pp. 2917 - 2920, http://dx.doi.org/10.1109/EMBC.2016.7591340

Shalbaf F; Dokos S; Lovell NH; Turuwhenua J; Vaghefi E, 2015, 'Generating 3D anatomically detailed models of the retina from OCT data sets: Implications for computational modelling', Journal of Modern Optics, 62, pp. 1789 - 1800, http://dx.doi.org/10.1080/09500340.2014.988766

Ahmad Bakir A; Dokos S, 2015, 'A gap junction-based cardiac electromechanics model', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2015-November, pp. 25 - 28, http://dx.doi.org/10.1109/EMBC.2015.7318252

Nikolin S; Loo CK; Bai S; Dokos S; Martin DM, 2015, 'Focalised stimulation using high definition transcranial direct current stimulation (HD-tDCS) to investigate declarative verbal learning and memory functioning', NeuroImage, 117, pp. 11 - 19, http://dx.doi.org/10.1016/j.neuroimage.2015.05.019

Loo CK; Bai S; Martin McLinneuro D; Gálvez V; Dokos S; Galvez-Ortiz V; Martin D, 2015, 'Revisiting frontoparietal montage in electroconvulsive therapy', Journal of ECT, 31, pp. e7 - e13, http://dx.doi.org/10.1097/YCT.0000000000000147

Loo CK; Bai S; Martin D; Gálvez V; Dokos S, 2015, 'Revisiting frontoparietal montage in electroconvulsive therapy: clinical observations and computer modeling: a future treatment option for unilateral electroconvulsive therapy', The journal of ECT, 31, pp. e7 - e13, http://dx.doi.org/10.1097/YCT.0000000000000147

Abramian M; Lovell NH; Morley JW; Suaning GJ; Dokos S, 2015, 'Activation and inhibition of retinal ganglion cells in response to epiretinal electrical stimulation: A computational modelling study', Journal of Neural Engineering, 12, http://dx.doi.org/10.1088/1741-2560/12/1/016002

Ho KA; Bai S; Martin D; Alonzo A; Dokos S; Loo CK, 2015, 'Clinical pilot study and computational modeling of bitemporal transcranial direct current stimulation, and safety of repeated courses of treatment, in major depression', Journal of ECT, 31, pp. 226 - 233, http://dx.doi.org/10.1097/YCT.0000000000000230

Loo CK; Bai S; Lovell NH; Dokos S, 2015, 'Comparison of novel transcranial electrical stimulation montages using a computational modelling approach', Brain Stimulation, 8, pp. 349 - 349, http://dx.doi.org/10.1016/j.brs.2015.01.127

Konakanchi D; De Jongh Curry AL; Dokos S, 2014, 'Effects of macroscopic heterogeneity on propagation in a computationally inexpensive 2D model of the heart', 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, pp. 4320 - 4323, http://dx.doi.org/10.1109/EMBC.2014.6944580

Khalili Moghaddam G; Lovell NH; Wilke RGH; Suaning GJ; Dokos S, 2014, 'Performance optimization of current focusing and virtual electrode strategies in retinal implants', Computer Methods and Programs in Biomedicine, 117, pp. 334 - 342, http://dx.doi.org/10.1016/j.cmpb.2014.06.012

Xie HB; Guo T; Sivakumar B; Liew AWC; Dokos S, 2014, 'Symplectic geometry spectrum analysis of nonlinear time series', Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 470, http://dx.doi.org/10.1098/rspa.2014.0409

Ho KA; Bai S; Martin D; Alonzo A; Dokos S; Puras P; Loo CK, 2014, 'A pilot study of alternative transcranial direct current stimulation electrode montages for the treatment of major depression', Journal of Affective Disorders, 167, pp. 251 - 258, http://dx.doi.org/10.1016/j.jad.2014.06.022

Sovilj S; Magjarević R; Al Abed A; Lovell NH; Dokos S, 2014, 'Simplified 2D bidomain model of whole heart electrical activity and ECG generation', Measurement Science Review, 14, pp. 136 - 143, http://dx.doi.org/10.2478/msr-2014-0018

Bai S; Dokos S; Ho KA; Loo C, 2014, 'A computational modelling study of transcranial direct current stimulation montages used in depression', NeuroImage, 87, pp. 332 - 344, http://dx.doi.org/10.1016/j.neuroimage.2013.11.015

Xie HB; Guo T; Bai S; Dokos S, 2014, 'Hybrid soft computing systems for electromyographic signals analysis: A review', BioMedical Engineering Online, 13, pp. 8, http://dx.doi.org/10.1186/1475-925X-13-8

Elgendi M; Eskofier B; Dokos S; Abbott D, 2014, 'Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems', PLoS ONE, 9, pp. e84018, http://dx.doi.org/10.1371/journal.pone.0084018

Konakanchi D; de Jongh Curry AL; Dokos S, 2014, 'Effects of macroscopic heterogeneity on propagation in a computationally inexpensive 2D model of the heart', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014, pp. 4320 - 4323, http://dx.doi.org/10.1109/EMBC.2014.6944580

Abramian M; Lovell NH; Habib A; Morley JW; Suaning GJ; Dokos S, 2014, 'Quasi-monopolar electrical stimulation of the retina: A computational modelling study', Journal of Neural Engineering, 11, http://dx.doi.org/10.1088/1741-2560/11/2/025002

Guo T; Tsai D; Bai S; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2014, 'Understanding the retina: A review of computational models of the retina from the single cell to the network level', Critical Reviews in Biomedical Engineering, 42, pp. 419 - 436, http://dx.doi.org/10.1615/CritRevBiomedEng.2014011732

Shalbaf F; Turuwhenua J; Vaghefi E; Dokos S, 2013, 'An image processing pipeline for segmenting the retinal layers from optical coherence tomography images', International Conference Image and Vision Computing New Zealand, pp. 70 - 75, http://dx.doi.org/10.1109/IVCNZ.2013.6727066

Tahayori B; Dokos S, 2013, 'Challenging the optimality of rectangular pulse stimulation for neuroprosthetic devices', International IEEE/EMBS Conference on Neural Engineering, NER, pp. 1131 - 1134, http://dx.doi.org/10.1109/NER.2013.6696137

Sovilj S; Magjarevic R; Lovell N; Dokos S, 2013, 'Realistic 3D bidomain model of whole heart electrical activity and ECG generation', Computing in Cardiology, 40, pp. 377 - 380

Xie HB; Dokos S, 2013, 'Fuzzy central tendency measure for time series variability analysis with application to fatigue electromyography signals', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 65 - 68, http://dx.doi.org/10.1109/EMBC.2013.6609438

Tahayori B; Dokos S, 2013, 'Optimal stimulus profiles for neuroprosthetic devices: Monophasic versus biphasic stimulation', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 5978 - 5981, http://dx.doi.org/10.1109/EMBC.2013.6610914

Khalili Moghadam G; Wilke R; Suaning GJ; Lovell NH; Dokos S, 2013, 'Quasi-Monopolar Stimulation: A Novel Electrode Design Configuration for Performance Optimization of a Retinal Neuroprosthesis', PLoS ONE, 8, http://dx.doi.org/10.1371/journal.pone.0073130

Xie HB; Dokos S, 2013, 'A symplectic geometry-based method for nonlinear time series decomposition and prediction', Applied Physics Letters, 103, http://dx.doi.org/10.1063/1.4817181

Matteucci PB; Chen SC; Tsai D; Dodds CWD; Dokos S; Morley JW; Lovell NH; Suaning GJ, 2013, 'Current steering in retinal stimulation via a quasimonopolar stimulation paradigm', Investigative Ophthalmology and Visual Science, 54, pp. 4307 - 4320, http://dx.doi.org/10.1167/iovs.13-11653

Chan BT; Abu Osman NA; Lim E; Chee KH; Abdul Aziz YF; Abed AA; Lovell NH; Dokos S, 2013, 'Sensitivity Analysis of Left Ventricle with Dilated Cardiomyopathy in Fluid Structure Simulation', PLoS ONE, 8, http://dx.doi.org/10.1371/journal.pone.0067097

Xie HB; Dokos S, 2013, 'A hybrid symplectic principal component analysis and central tendency measure method for detection of determinism in noisy time series with application to mechanomyography', Chaos, 23, http://dx.doi.org/10.1063/1.4812287

Guo T; Al Abed A; Lovell NH; Dokos S, 2013, 'Erratum: Optimisation of a generic ionic model of cardiac myocyte electrical activity (Computational and Mathematical Methods in Medicine)', Computational and Mathematical Methods in Medicine, 2013, http://dx.doi.org/10.1155/2013/213563

Xie HB; Dokos S, 2013, 'Fuzzy central tendency measure for time series variability analysis with application to fatigue electromyography signals', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013, pp. 65 - 68, http://dx.doi.org/10.1109/EMBC.2013.6609438

Al Abed A; Guo T; Lovell NH; Dokos S, 2013, 'Optimisation of ionic models to fit tissue action potentials: Application to 3D atrial modelling', Computational and Mathematical Methods in Medicine, 2013, pp. 951234, http://dx.doi.org/10.1155/2013/951234

Lim E; Chan GS; Dokos S; Ng SC; Latif LA; Vandenberghe S; Karunanithi M; Lovell NH, 2013, 'A cardiovascular mathematical model of graded head-up tilt.', PLoS One, 8, pp. e77357, http://dx.doi.org/10.1371/journal.pone.0077357

Bai S; Loo CK; Dokos S, 2013, 'A review of computational models of transcranial electrical stimulation', Critical Reviews in Biomedical Engineering, 41, pp. 21 - 35, http://dx.doi.org/10.1615/CritRevBiomedEng.2013007163

Ong C; Dokos S; Chan B; Lim E; Al Abed A; Bin Abu Osman NA; Kadiman S; Lovell NH, 2013, 'Numerical investigation of the effect of cannula placement on thrombosis.', Theor Biol Med Model, 10, pp. 35, http://dx.doi.org/10.1186/1742-4682-10-35

Tahayori B; Dokos S, 2012, 'Optimal stimulus current waveshape for a Hodgkin-Huxley model neuron.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 4627 - 4630

Lim E; Dokos S; Salamonsen RF; Rosenfeldt FL; Ayre PJ; Lovell NH, 2012, 'Effect of Parameter Variations on the Hemodynamic Response Under Rotary Blood Pump Assistance', Artificial Organs, 36, pp. E125 - E137, http://dx.doi.org/10.1111/j.1525-1594.2012.01448.x

Tahayori B; Meffin H; Dokos S; Burkitt AN; Grayden DB, 2012, 'Modeling extracellular electrical stimulation: II. Computational validation and numerical results', Journal of Neural Engineering, 9, pp. 1 - 17, http://dx.doi.org/10.1088/1741-2560/9/6/065006

Lim E; Dokos S; Salamonsen RF; Rosenfeldt FL; Ayre PJ; Lovell NH, 2012, 'Numerical Optimization Studies of Cardiovascular-Rotary Blood Pump Interaction', Artificial Organs, 36, pp. E110 - E124, http://dx.doi.org/10.1111/j.1525-1594.2012.01449.x

Tahayori B; Dokos S, 2012, 'Optimal stimulus current waveshape for a Hodgkin-Huxley model neuron.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2012, pp. 4627 - 4630

Joarder SA; Abramian M; Suaning GJ; Lovell NH; Dokos S, 2011, 'A continuum model of retinal electrical stimulation', Journal of Neural Engineering, 8, pp. 1 - 13, http://dx.doi.org/10.1088/1741-2560/8/6/066006

Lim E; Alomari AH; Savkin AV; Dokos S; Fraser JF; Timms DL; Mason DG; Lovell NH, 2011, 'A method for control of an implantable rotary blood pump for heart failure patients using noninvasive measurements', Artificial Organs, 35, pp. 174 - 180, http://dx.doi.org/10.1111/j.1525-1594.2011.01268.x

Back to profile page