91˰涶

Dr Tianruo Guo

Dr Tianruo Guo

Lecturer
  • Ph.D. (Computational Neurophysiology and Biomedical Engineering, 2015), The University of New South Wales, Sydney NSW 2052.
  • Master of Philosophy (Cardiac Electrophysiology and Biomedical Engineering, 2011), The University of New South Wales, Sydney NSW 2052.
  • Bachelor of Engineering (Hons, Chemical Engineering and Automation, 2007), Beijing University of Chemical Technology, China.
Engineering
Grad Sch: Biomedical Eng

Dr Tianruo Guo iscurrently a Lecturer of Neuromodulation and an Early Career Academic Fellow with the Graduate School of Biomedical Engineering, whereGuo lead a computational modelling teamdedicated to developing virtual nervous systems. His research focuses on studying neurophysiology and neural responses through both electrical and optogenetic stimulation. By integrating advanced computational techniques with experimental neuroscience, Dr. Guo is committed to unraveling the complex mechanisms of neuromodulation and advancing innovative approaches in bionic device design.

Guo pioneered the world-first simulation platform named "virtual human retina", for studying retinal degeneration and optimising stimulation strategies, providing enhanced artificial vision solutions. He uses computational models to guide his experimental investigations. In the last 10 years, Guo has gained extensive experience in recording electrophysiological signals from biological tissue, including the use of patch-clamping to record electrical activity in functionally-distinct retinal pathways.With this deep insight he has proposed a new stimulation scheme that allow different classes of retinal ganglion cells to be selectively excited. This has enormous potential in the design of visual prostheses as it will allow more realistic recreation of the visual scene – previously not possible with current state-of-the-art retinal neuroprostheses.

Guo has to date published 80+ peer-reviewed publications in the field of neural engineering, neurophysiology and bio-signal processing.His research has appeared in journals such asBrain StimulationԻJournal of Nanobiotechnology.He has also been awarded over AUD 1.8 million in research, infrastructureand education funding. In 2023, Guo served as co-chair of the publicity committee for EMBC2023, the world’s largest international conference in biomedical engineering organized by the IEEE Engineering in Medicine and Biology Society. Guo also served as chair or co-chair for seven conference sessions at EMBC2018, 2023, and 2024.In 2024, he served as the topic editor for the special issue on "The Eye and The Chips" in the Journal of Neural Engineering.

Phone
043/019-8542
Location
Room 1005 Level 1 Bioscience South (E26) The Graduate School of Biomedical Engineering UNSW SYDNEY NSW 2052 AUSTRALIA
  • Book Chapters | 2025
    Guo T; Tsai D; Petoe M; Liming L; Dokos S; Rathbun D; Lovell N; Shivdasani M, 2025, 'Visual Prostheses Advanced to Clinical Studies', in Neuromodulation and Visual Rehabilitation: a road to visual neuroenhancement, Springer Nature, Milano
    Book Chapters | 2025
    Italiano M; Guo T; Lovell N; Shivdasani M, 2025, 'Emerging Biomaterials for Retinal Implants', in Wells L; Sheardown H (ed.), Ophthalmic Biomaterials, Royal Society of Chemistry,
    Book Chapters | 2023
    Guo T; Shivdasani MN; Tsai D; Ayton LN; Rathbun DL; Lovell NH, 2023, 'Visual Prostheses: Neuroengineering Handbook', in Handbook of Neuroengineering, Springer Nature Singapore, pp. 1023 - 1068,
    Book Chapters | 2022
    Dokos S; Guo T, 2022, 'Computational Models of Neural Retina', in Encyclopedia of Computational Neuroscience, Springer New York, pp. 912 - 930,
    Book Chapters | 2021
    Guo T; Shivdasani MN; Tsai D; Ayton LN; Rathbun DL; Lovell NH, 2021, 'Visual Prostheses: Neuroengineering Handbook', in Handbook of Neuroengineering, Springer Singapore, pp. 1 - 46,
    Book Chapters | 2020
    Dokos S; Guo T, 2020, 'Computational Models of Neural Retina', in Jaeger D; Jung R (ed.), Encyclopedia of Computational Neuroscience,
    Book Chapters | 2020
    Guo T; Tsai D; Bai S; Shivdasani M; Muralidharan M; Li L; Dokos S; Lovell N, 2020, 'Insights from Computational Modelling: Selective Stimulation of Retinal Ganglion Cells', in Brain and Human Body Modeling 2020, Springer Nature,
    Book Chapters | 2016
    Xie HB; Guo T, 2016, 'Two-directional two-dimensional principal component analysis based on wavelet decomposition for high-dimensional biomedical signals classification', in Computational Tools and Techniques for Biomedical Signal Processing, pp. 100 - 122,
  • Journal articles | 2025
    Chia S; Guo T; Goldys EM; Payne SC; Duan W; Lovell NH; Shivdasani MN; Deng F, 2025, 'A CRISPR mediated point-of-care assay for the detection of mucosal calprotectin in an animal model of ulcerative colitis', Bioengineering and Translational Medicine, 10, pp. e10725,
    Journal articles | 2025
    Ly K; Italiano ML; Shivdasani MN; Tsai D; Zhang JY; Jiang C; Lovell NH; Dokos S; Guo T, 2025, 'Virtual human retina: Simulating neural signalling, degeneration, and responses to electrical stimulation', Brain Stimulation, 18, pp. 144 - 163,
    Journal articles | 2025
    Song X; Guo T; Ma S; Zhou F; Tian J; Liu Z; Liu J; Li H; Chen Y; Chai X; Li L, 2025, 'Spatially Selective Retinal Ganglion Cell Activation Using Low Invasive Extraocular Temporal Interference Stimulation', International Journal of Neural Systems, 35, pp. 2450066,
    Journal articles | 2024
    Liang J; Li H; Chai X; Gao Q; Zhou M; Guo T; Chen Y; Di L, 2024, 'An audiovisual cognitive optimization strategy guided by salient object ranking for intelligent visual prothesis systems', Journal of Neural Engineering, 21, pp. 066021 - 066021,
    Journal articles | 2024
    Muralidharan M; Guo T; Tsai D; Lee JI; Fried S; Dokos S; Morley JW; Lovell NH; Shivdasani MN, 2024, 'Neural activity of retinal ganglion cells under continuous, dynamically-modulated high frequency electrical stimulation', Journal of Neural Engineering, 21, pp. 015001,
    Journal articles | 2024
    Wang X; Zhang Y; Guo T; Wu S; Zhong J; Cheng C; Sui X, 2024, 'Selective intrafascicular stimulation of myelinated and unmyelinated nerve fibers through a longitudinal electrode: A computational study', Computers in Biology and Medicine, 176, pp. 108556 - 108556,
    Journal articles | 2024
    Xu Z; Chen Z; Yang S; Chen S; Guo T; Chen H, 2024, 'Passive Focusing of Single Cells Using Microwell Arrays for High-Accuracy Image-Activated Sorting', Analytical Chemistry, 96, pp. 347 - 354,
    Journal articles | 2024
    Xue R; Deng F; Guo T; Epps A; Lovell NH; Shivdasani MN, 2024, 'Needle-Shaped Biosensors for Precision Diagnoses: From Benchtop Development to In Vitro and In Vivo Applications', Biosensors, 14, pp. 391,
    Journal articles | 2024
    Yu Z; Chen Y; Li J; Chen C; Lu H; Chen S; Zhang T; Guo T; Zhu Y; Jin J; Yan S; Chen H, 2024, 'A tempo-spatial controllable microfluidic shear-stress generator for in-vitro mimicking of the thrombus', Journal of Nanobiotechnology, 22, pp. 187,
    Journal articles | 2024
    Zhou M; Su X; Guo T; Meng T; Wu W; Di L; Li L; Li H; Chai X, 2024, 'Optic nerve-mediated modulation of temporally interfering electric fields for potential targeted retinal disease therapy: a computational modeling study', Frontiers in Neuroscience, 18, pp. 1518488,
    Journal articles | 2023
    Guo T; Chang YC; Li L; Dokos S; Li L, 2023, 'Editorial: Advances in bioelectronics and stimulation strategies for next generation neuroprosthetics', Frontiers in Neuroscience, 16,
    Journal articles | 2023
    Ly K; Lovell NH; Muralidharan M; Italiano ML; Tsai D; Shivdasani MN; Guo T; Dokos S, 2023, 'The direct influence of retinal degeneration on electrical stimulation efficacy: Significant implications for retinal prostheses', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS,
    Journal articles | 2023
    Qin P; Lin Q; Xie Y; Chang YC; Zanos S; Wang H; Payne S; Shivdasani MN; Tsai D; Lovell NH; Dokos S; Guo T, 2023, 'Modulating functionally-distinct vagus nerve fibers using microelectrodes and kilohertz frequency electrical stimulation', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS,
    Journal articles | 2023
    Xie Y; Qin P; Guo T; Al Abed A; Lovell NH; Tsai D, 2023, 'Modulating individual axons and axonal populations in the peripheral nerve using transverse intrafascicular multichannel electrodes', Journal of Neural Engineering, 20,
    Journal articles | 2023
    Yu S; Yue W; Guo T; Liu Y; Zhang Y; Khademi S; Zhou T; Xu Z; Song B; Wu T; Liu F; Tai Y; Yu X; Wang H, 2023, 'The effect of the subthreshold oscillation induced by the neurons' resonance upon the electrical stimulation-dependent instability', Frontiers in Neuroscience, 17,
    Journal articles | 2023
    Zha M; Muralidharan M; Ly K; Guo T; Von Wegner F; Shabani H; Hosseinzadeh Z; Lovell NH; Rathbun DL; Shivdasani MN, 2023, 'Probing the Contribution of Vertical Processing Layers of the Retina to White-Noise Electrical Stimulation Responses', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS,
    Journal articles | 2022
    Chang YC; Ahmed U; Jayaprakash N; Mughrabi I; Lin Q; Wu YC; Gerber M; Abbas A; Daytz A; Gabalski AH; Ashville J; Dokos S; Rieth L; Datta-Chaudhuri T; Tracey KJ; Guo T; Al-Abed Y; Zanos S, 2022, 'kHz-frequency electrical stimulation selectively activates small, unmyelinated vagus afferents', Brain Stimulation, 15, pp. 1389 - 1404,
    Journal articles | 2022
    Chen C; Li P; Guo T; Chen S; Xu D; Chen H, 2022, 'Generation of Dynamic Concentration Profile Using A Microfluidic Device Integrating Pneumatic Microvalves', Biosensors, 12,
    Journal articles | 2022
    Chen C; Meng H; Guo T; Deshpande S; Chen H, 2022, 'Development of Paper Microfluidics with 3D-Printed PDMS Barriers for Flow Control', ACS Applied Materials and Interfaces, 14, pp. 40286 - 40296,
    Journal articles | 2022
    Italiano ML; Guo T; Lovell NH; Tsai D, 2022, 'Improving the spatial resolution of artificial vision using midget retinal ganglion cell populations modeled at the human fovea', Journal of Neural Engineering, 19,
    Journal articles | 2022
    Liu Y; Yue W; Yu S; Zhou T; Zhang Y; Zhu R; Song B; Guo T; Liu F; Huang Y; Wu T; Wang H, 2022, 'A physical perspective to understand myelin II: The physical origin of myelin development', Frontiers in Neuroscience, 16,
    Journal articles | 2022
    Liu Y; Yue W; Yu S; Zhou T; Zhang Y; Zhu R; Song B; Guo T; Liu F; Huang Y; Wu T; Wang H, 2022, 'A physical perspective to understand myelin. I. A physical answer to Peter’s quadrant mystery', Frontiers in Neuroscience, 16,
    Journal articles | 2022
    Lu Z; Zhou M; Guo T; Liang J; Wu W; Gao Q; Li L; Li H; Chai X, 2022, 'An in-silico analysis of retinal electric field distribution induced by different electrode design of trans-corneal electrical stimulation', Journal of Neural Engineering, 19,
    Journal articles | 2022
    Ly K; Guo T; Tsai D; Muralidharan M; Shivdasani MN; Lovell NH; Dokos S, 2022, 'Simulating the impact of photoreceptor loss and inner retinal network changes on electrical activity of the retina', Journal of Neural Engineering, 19,
    Journal articles | 2022
    Song X; Qiu S; Shivdasani MN; Zhou F; Liu Z; Ma S; Chai X; Chen Y; Cai X; Guo T; Li L, 2022, 'An in-silico analysis of electrically evoked responses of midget and parasol retinal ganglion cells in different retinal regions', Journal of Neural Engineering, 19,
    Journal articles | 2022
    Guo T; Liu Y; Shao G; Engel BA; Sharma A; Marshall LA; Flanagan DC; Cibin R; Wallace CW; Zhao K; Ren D; Vera Mercado J; Aboelnour MA, 2022, 'Improving probabilistic monthly water quantity and quality predictions using a simplified residual-based modeling approach', Environmental Modelling and Software, vol. 156,
    Journal articles | 2021
    Chang Y-C; Ahmed U; Jayaprakash N; Mughrabi I; Lin Q; Wu Y-C; Gerber M; Abbas A; Daytz A; Gabalski AH; Ashville J; Dokos S; Rieth L; Datta-Chaudhury T; Tracey K; Guo T; Al-Abed Y; Zanos S, 2021, 'Intermittent KHz-frequency electrical stimulation selectively engages small unmyelinated vagal afferents', ,
    Journal articles | 2020
    Barriga-Rivera A; Guo T; Hayashida Y; Suaning GJ, 2020, 'Editorial: A Conversation With the Brain: Can We Speak Its Language?', Frontiers in Neuroscience, 14,
    Journal articles | 2020
    Ge Y; Ye S; Zhu K; Guo T; Su D; Zhang D; Chen Y; Chai X; Sui X, 2020, 'Mediating different-diameter Aβ nerve fibers using a biomimetic 3D TENS computational model', Journal of Neuroscience Methods, 346,
    Journal articles | 2020
    Muralidharan M; Guo T; Shivdasani MN; Tsai D; Fried S; Li L; Dokos S; Morley JW; Lovell NH, 2020, 'Neural activity of functionally different retinal ganglion cells can be robustly modulated by high-rate electrical pulse trains', Journal of Neural Engineering, 17,
    Journal articles | 2020
    Rathbun DL; Shivdasani MN; Guo T; Fried S; Lovell NH; Hessburg P, 2020, 'The eye and the chip 2019 - Conference Report', Journal of Neural Engineering, 17, pp. 010401,
    Journal articles | 2020
    Song X; Guo T; Shivdasani MN; Dokos S; Lovell NH; Li X; Qiu S; Li T; Zheng S; Li L, 2020, 'Creation of virtual channels in the retina using synchronous and asynchronous stimulation - A modelling study', Journal of Neural Engineering, 17,
    Journal articles | 2019
    Bai S; Martin D; Guo T; Dokos S; Loo C, 2019, 'Computational comparison of conventional and novel electroconvulsive therapy electrode placements for the treatment of depression', European Psychiatry, 60, pp. 71 - 78,
    Journal articles | 2019
    Guo T; Tsai D; Yang CY; Al Abed A; Twyford P; Fried SI; Morley JW; Suaning GJ; Dokos S; Lovell NH, 2019, 'Mediating retinal ganglion cell spike rates using high-frequency electrical stimulation', Frontiers in Neuroscience, 13, pp. 413,
    Journal articles | 2019
    Office FP; Al Abed A; Guo T; Tsai D, 2019, 'Erratum: Mediating Retinal Ganglion Cell Spike Rates Using High-Frequency Electrical Stimulation', Frontiers in Neuroscience, 13, pp. 910,
    Journal articles | 2018
    Guo T; Yang CY; Tsai D; Muralidharan M; Suaning G; Morley J; Dokos S; Lovell N, 2018, 'Closed-Loop Efficient Searching of Optimal Electrical Stimulation Parameters for Preferential Excitation of Retinal Ganglion Cells', Frontiers in Neuroscience, 12, pp. 168,
    Journal articles | 2018
    Yang CY; Tsai D; Guo T; Dokos S; Suaning G; Morley JM; Lovell N; Morley J, 2018, 'Differential Electrical Responses in Retinal Ganglion Cell Subtypes: Effects of Synaptic Blockade and Stimulating Electrode Location', Journal of Neural Engineering, 15, pp. 046020,
    Journal articles | 2017
    Barriga-Rivera A; Guo T; Yang CY; Abed AA; Dokos S; Lovell NH; Morley JW; Suaning GJ; Al Abed A, 2017, 'High-amplitude electrical stimulation can reduce elicited neuronal activity in visual prosthesis', Scientific Reports, 7, pp. 42682,
    Journal articles | 2016
    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,
    Journal articles | 2016
    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,
    Journal articles | 2014
    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,
    Journal articles | 2014
    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,
    Journal articles | 2014
    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,
    Journal articles | 2013
    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,
    Journal articles | 2013
    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,
    Journal articles | 2013
    Guo T; Al abed A; Lovell NH; Dokos S, 2013, 'Optimisation of a generic ionic model of cardiac myocyte electrical activity', Computational and Mathematical Methods in Medicine, 2013, pp. Article number706195,
  • Preprints | 2024
    Chia S; Guo T; Goldys E; Payne S; Lovell N; Shivdasani M; Deng F, 2024, A CRISPR mediated point-of-care assay for the detection of mucosal calprotectin in an animal model of ulcerative colitis,
    Preprints | 2024
    Cortesi M; Li J; Liu D; Guo T; Dokos S; Warton K; Ford C, 2024, A novel approach for the quantification of single-cell adhesion dynamics from microscopy images,
    Conference Papers | 2024
    Deodhar JR; Zhang C; Guo T; Xue R; Shivdasani MN; Deng F, 2024, 'Point-of-care testing of Procalcitonin using lateral flow assay', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024,
    Conference Papers | 2024
    Italiano ML; Lee JI; Guo T; Tsai D; Fried SI; Lovell NH; Shivdasani MN, 2024, 'A Generic Technique to Remove a Variety of Electrical Stimulation Artifacts and Detect Stimulus-Embedded Neural Activity', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024,
    Conference Papers | 2024
    Li J; Ly K; Wang R; Italiano ML; Shivdasani MN; Tsai D; Zhang JY; Lovell NH; Dokos S; Guo T, 2024, 'Response of Human Retinal Networks to Electrical Stimulation using 3D Intra-retinal Microelectrodes', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024,
    Conference Papers | 2024
    Qiao L; Guo T; Xue R; Sang R; Yang D; Deng F, 2024, 'Flexible chip-based wearable sensors enhanced by gold nanoparticles for IFN-γ detection', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024,
    Conference Papers | 2024
    Wang R; Ly K; Li J; Italiano ML; Shivdasani MN; Tsai D; Zhang JY; Lovell NH; Dokos S; Guo T, 2024, 'Probing the Impact of Inner Retinal Network Changes on Subretinal Electrical Stimulation Responses', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024,
    Conference Papers | 2023
    Cai Y; Chen S; Xu D; Guo T; Jin J; Chen H, 2023, 'Automatic elasticity measurement of single cells using a microfluidic system with real-time image processing', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), United States, 24 July 2023 - 27 July 2023,
    Conference Papers | 2023
    Liu J; Song X; Zhou F; Ma S; Liu Z; Li J; Chai X; Li L; Guo T, 2023, 'Suprachoroidal Retinal Stimulation Leveraging Temporal Interference Technology: A Modelling Study', in Proceedings - 2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2023,
    Conference Papers | 2023
    Liu J; Song X; Zhou F; Ma S; Liu Z; Li X; Chai X; Li L; Guo T, 2023, 'Suprachoroidal Retinal Stimulation Leveraging Temporal Interference Technology', China, presented at 2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), China, 28 October 2023,
    Conference Papers | 2023
    Ly K; Lovell NH; Muralidharan M; Italiano ML; Tsai D; Shivdasani MN; Guo T; Dokos S, 2023, 'The direct influence of retinal degeneration on electrical stimulation efficacy: Significant implications for retinal prostheses', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Sydney, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), AUSTRALIA, Sydney, 24 July 2023 - 27 July 2023,
    Conference Papers | 2023
    Ma S; Song X; Guo T; Zhou F; Liu Z; Chai X; Li L, 2023, 'Improving Spatial Resolution and Selectivity of Transcorneal Electrical Stimulation by Temporal Interference Technology', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), United States, 24 July 2023 - 27 July 2023,
    Conference Papers | 2023
    Qin P; Lin Q; Xie Y; Chang YC; Zanos S; Wang H; Payne S; Shivdasani MN; Tsai D; Lovell NH; Dokos S; Guo T, 2023, 'Modulating functionally-distinct vagus nerve fibers using microelectrodes and kilohertz frequency electrical stimulation', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Sydney, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), AUSTRALIA, Sydney, 24 July 2023 - 27 July 2023,
    Preprints | 2023
    Yu S; Yue W; Guo T; Liu Y; Zhang Y; Khademi S; Zhou T; Xu Z; Song B; Wu T; Liu F; Tai Y; Yu X; Wang H, 2023, The Effect of Electrical Resonance in Neurons upon the Instability of Electrical Nerve Stimulations,
    Conference Papers | 2023
    Yue W; Yu S; Guo T; Wang H, 2023, 'A Self-powered Neural Stimulator Based on Programmable Triboelectric Nanogenerators', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), United States, 24 July 2023 - 27 July 2023,
    Conference Papers | 2023
    Zha M; Muralidharan M; Ly K; Guo T; Von Wegner F; Shabani H; Hosseinzadeh Z; Lovell NH; Rathbun DL; Shivdasani MN, 2023, 'Probing the Contribution of Vertical Processing Layers of the Retina to White-Noise Electrical Stimulation Responses', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Sydney, pp. 1 - 4, presented at 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), AUSTRALIA, Sydney, 24 July 2023 - 27 July 2023,
    Conference Papers | 2021
    Italiano M; Guo T; Lovell N; Tsai D, 2021, 'Exploring the limits of artificial vision using a model of foveal retinal ganglion cells', in Proceedings of the Neural Interfaces and Artificial Senses, Fundació Scito, presented at Neural Interfaces and Artificial Senses, 22 September 2021 - 23 September 2021,
    Preprints | 2021
    Liu Y; Zhang Y; Yue W; Zhu R; Guo T; Liu F; Huang Y; Wu T; Wang H, 2021, A physical perspective to understand myelin. I. Peters quadrant mystery, ,
    Preprints | 2021
    Liu Y; Zhang Y; Yue W; Zhu R; Guo T; Liu F; Huang Y; Wu T; Wang H, 2021, A physical perspective to understand myelin. II. The physical origin of myelin development, ,
    Conference Papers | 2021
    Song X; Wu D; Qiu S; Liu Z; Zhou F; Ma S; Li L; Guo T, 2021, 'Insights from computational modelling: Characterising Midget and Parasol Retinal Ganglion Cells using Electrical Stimulation', in Proceedings - 2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2021,
    Conference Papers | 2020
    Lin Q; Shivdasani MN; Tsai D; Chang YC; Jayaprakash N; Zanos S; Lovell NH; Dokos S; Guo T, 2020, 'A Computational Model of Functionally-distinct Cervical Vagus Nerve Fibers', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 2475 - 2478,
    Conference Papers | 2020
    Muralidharan M; Guo T; Shivdasani MN; Tsai D; Fried S; Cameron M; Morley JW; Dokos S; Lovell NH, 2020, 'Towards Controlling Functionally-Distinct Retinal Ganglion Cells in Degenerate Retina', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 3598 - 3601,
    Conference Papers | 2019
    Wang N; Song X; Li T; Guo T; Li L, 2019, 'A preliminary study on virtual electrode for subretinal prostheses by computational model', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), GERMANY, Berlin, pp. 5264 - 5267, presented at 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), GERMANY, Berlin, 23 July 2019 - 27 July 2019,
    Conference Papers | 2018
    Guo T; Tsai ; Muralidharan ; Suaning ; Morley ; Dokos ; Lovell , 2018, 'Computational models and tools for developing sophisticated stimulation strategies for retinal neuroprostheses', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), Honolulu, US, pp. 2248 - 2251, presented at Engineering in Medicine and Biology Society (EMBC), 2018 Annual International Conference of the IEEE., Honolulu, US, 18 July 2018 - 22 July 2018,
    Conference Papers | 2018
    Xie HB; Guo T, 2018, 'Fuzzy Entropy Spectrum Analysis for Biomedical Signals De-Noising', in 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, Institute of Electrical and Electronics Engineers (IEEE), Las Vegas, USA, pp. 50 - 53, presented at 2018 IEEE International Conference on Biomedical and Health Informatics, Las Vegas, USA, 04 March 2018 - 07 March 2018,
    Conference Papers | 2017
    Alqahtani A; Abed AA; Guo T; Lovell NH; Dokos S; Al Abed A, 2017, 'A continuum model of electrical stimulation of multi-compartmental retinal ganglion cells', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), Seogwipo, South Korea, pp. 2716 - 2719, presented at 2017 39th Annual International Conference of the IEEE, Seogwipo, South Korea, 11 July 2017 - 15 July 2017,
    Conference Papers | 2017
    Barriga-Rivera A; Guo T; Morley JW; Lovell NH; Suaning GJ, 2017, 'Retinal electrostimulation in rats: Activation thresholds from superior colliculus and visual cortex recordings', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), Seogwipo, South Korea, pp. 1166 - 1169, presented at 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Seogwipo, South Korea, 11 July 2017 - 15 July 2017,
    Conference Papers | 2017
    Guo T; Barriga-Rivera A; Suaning G; Tsai D; Morley J; Dokos S; Lovell N, 2017, 'Mimicking Natural Neural Encoding through Retinal Electrostimulation', Shanghai, presented at 2017 Annual International Conference of the IEEE on Neural Engineering, Shanghai, 25 May 2017 - 28 May 2017
    Conference Papers | 2016
    Yang C; Tsai D; Guo T; Suaning G; Dokos S; Morley J; Lovell N, 2016, 'High Frequency Electrical Stimulation: the Effect of Spatial Location on Retinal Ganglion Cell Responses In vitro', in Proceedings of the 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Florida USA, presented at Engineering in Medicine and Biology Society (EMBC), 2016 Annual International Conference of the IEEE., Florida USA, 16 August 2016 - 20 August 2016,
    Conference Papers | 2015
    Bai S; Guo T; Tsai D; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2015, 'Influence of retinal ganglion cell morphology on neuronal response properties - A simulation study', in International IEEE/EMBS Conference on Neural Engineering, NER, pp. 679 - 682,
    Conference Papers | 2015
    Guo T; Lovell NH; Tsai D; Twyford P; Fried S; Morley JW; Suaning GJ; Dokos S, 2015, 'Optimizing retinal ganglion cell responses to high-frequency electrical stimulation strategies for preferential neuronal excitation', in International IEEE/EMBS Conference on Neural Engineering, NER, pp. 252 - 255,
    Conference Papers | 2014
    Guo T; Lovell NH; Tsai D; Twyford P; Fried S; Morley JW; Suaning GJ; Dokos S, 2014, 'Selective activation of ON and OFF retinal ganglion cells to high-frequency electrical stimulation: a computational modeling study', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, pp. 6108 - 6111,
    Conference Papers | 2014
    Guo T; Tsai D; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2014, 'The Unique Characteristics of ON and OFF Retinal Ganglion Cells: A Modeling Study', in 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), IEEE, Chicago, IL, pp. 6072 - 6075, presented at 36th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Chicago, IL, 26 August 2014 - 30 August 2014,
    Conference Papers | 2013
    Guo T; Tsai D; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2013, 'Cell-specific modeling of retinal ganglion cell electrical activity', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 6539 - 6542,
    Conference Papers | 2013
    Guo T; Tsai D; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2013, 'Influence of cell morphology in a computational model of ON and OFF retinal ganglion cells', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, pp. 4553 - 4556,
    Conference Papers | 2013
    Guo T; Tsai D; Sovilj S; Morley JW; Suaning GJ; Lovell NH; Dokos S, 2013, 'Influence of active dendrites on firing patterns in a retinal ganglion cell model', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 4557 - 4560,
    Conference Papers | 2012
    Bradd A; Al Abed A; Guo T; Lovell NH; Dokos S, 2012, 'Study of cardiac pacemaker excitation using generic ionic models and realistic cell distribution', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 195 - 198, presented at 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA, 28 August 2012 - 01 September 2012,
    Conference Papers | 2012
    Guo T; Tsai D; Suaning GJ; Lovell NH; Dokos S, 2012, 'Modeling normal and rebound excitation in mammalian retinal ganglion cells.', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 5506 - 5509
    Conference Papers | 2011
    Al Abed A; Guo T; Lovell NH; Dokos S, 2011, 'Tissue-based optimization of a sino-atrial node disc model', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, IEEE, Piscataway, NJ, United States, pp. 1375 - 1378, presented at 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, Massachusetts USA, 30 August 2011 - 03 September 2011,
    Conference Papers | 2011
    Guo T; Al Abed A; Lovell NH; Dokos S, 2011, 'Parameter fitting using multiple datasets in cardiac action potential modeling', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, IEEE, Piscataway, NJ, United States, pp. 158 - 161, presented at 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, Massachusetts USA, 30 August 2011 - 03 September 2011,

  1. UNSW Office of the Pro-Vice-Chancellor 3Rs, 2025-2026 An open-source virtual nervous system (CI-A, $73,231, RG245361).

  2. UNSW Neuroscience, Mental Health & Addiction Seed Funding, 2023Anti-inflammatory Effects of Abdominal Vagus Nerve Stimulation on Experimental IntestinalInflammation (CI-A, $39,890).

  3. Industry Grant, 2022-2024 Aprototype devicefor patient-tailored diagnosis and treatment of inflammatory bowel disease (CI-B, Euro€ 450,000).

  4. Industry Grant - Lixi Biological Products Co.,Ltd, 2024-2026Screening and detection of DNA and RNA molecules based on CRSPR technology: Detecting genetic biomarkers of chronic inflammatory diseases (CI-B, $10,000)

  5. UNSW Faculty Marketing Development and Alumni Committee (FMDAC) Fund, 2024Collateral for illustrating transdisciplinary impact of biomedical engineering (Lead CI, $48,000)

  6. The Royal Society International Exchanges Award, 2025-2026Uncovering visual coding of natural scenes in the retina (CI-B,£12,000, IES\R1\241312).

  7. UNSW - Tsinghua Collaborative Research Seed Fund, 2024Closed-loop vagus nerve stimulation for the treatment of inflammatory bowel disease (Co-CI, $30,000)

  8. OCSE NSW Research Attraction and Acceleration Program - Conference Sponsorship Program, 2023 EMBC2023(Co-CI, $5,000)

  9. UNSW - Chinese Academy of Sciences Collaborative Research Mobility Grant, 2020 Developing next-generation neuromodulation techniques for the diseased retina (Co-CI, $5,000, RG192640).

  10. UNSW - Chinese Academy of Sciences Collaborative Research Bridging Grant, 2020 Paving the way for the next generation of retinal implants to treat blindness (Co-I, $50,000, RG192622).

  11. Australia-Germany Joint Research Co-operation Scheme (DAAD), 2019-2021Developing next generation bionic vision by 2020 (Co-CI, $23,500).

  12. Retina Australia, 2018, Improvingthe global acceptance of retinal prostheses: Assessing the influence of different stages of retinal degeneration on selective activation of retinal ganglion cells (Co-CI, $39,900, RG181282).

  13. Shanghai Jiao Tong University - UNSW Collaborative Research Fund Seed Grant, 2018 Optimizing the performance of retinal neuroprostheses with frequency modulation and electrical field shaping (Co-CI, $20,000, RG173376).

  14. Ian Potter Foundation Travel Grants, 2018Optimizing electrical stimulation parameters to improve the performance of retinal neuroprostheses (Sole CI, $6,000, RG181415).

  15. Chinese Academy of Sciences (CAS) Travel Grants, 2015Selective activation of retinal neurons using artificial electrical stimulation (Sole CI, $6,000).

  16. UNSW RIS Research infrastructure scheme, 2025 Olympus evis x1 advanced endoscopy system(Co-CI, $104,000, RG245615).

  17. UNSW RIS Research infrastructure scheme, 2024A Laser Photocoagulation System for Precision Modelling Retinal and Ocular Pathologies(Co-CI, $104,225).

  18. UNSW RIS Research infrastructure scheme, 2023Samurai UV Marking/Micromachining System - Desktop Samurai System(Co-CI, $150,000).

  19. UNSW RIS Research infrastructure scheme, 2020High Resolution Preclinical Suite For Imaging and Functional Mapping of the Retina(Co-CI, $100,000, RG193879).

  20. UNSW RIS Research infrastructure scheme, 2019 High Resolution Preclinical Suite For Imaging and Functional Mapping of the Retina(Co-CI,$351,666,RG182783)

  • UNSW Faculty of Engineering, Excellence Awards for HDR supervision (2024)
  • Australian Biomedical Engineering Conference (ABEC), Best Poster Presentation Award (2018).
  • Chinese Academy of Sciences Travel Grant (2015)
  • PhD Scholarship in Excitable Tissue Computational Modelling (2011-2014)
  • UNSW Postdoctoral Writing Fellowship Grant (2014)
  • IEEE Engineering in Medicine and Biology Society, Student Paper Competition,Asia Pacific Finalist Award (2014)
  • IEEE Engineering in Medicine and Biology Society, Student Paper Competition, Asia Pacific Finalist Award(2013)
  • IEEE Engineering in Medicine and Biology Society, Student Paper Competition, Second Place (2013)
  • Australian Biomedical Engineering Conference (ABEC), Best Presentation Award (2013).
  • Australian Workshop on Computational Neuroscience,NeuroEng Student Prize (2013).
  • Australian Biomedical Engineering Conference (ABEC) Travel Sponsorship (2013)
  • Postgraduate Research Student Support Conference Travel Grant (2014)
  • China Scholarship Council (CSC) National Scholarship for Outstanding Self-Funded Student Finalist (NSW division, 2014)
  • UNSW Dean’s Award for Excellence in Postgraduate Research Finalist (2013)

My Research Supervision

The BOLD names indicate students or junior researchers I am currently supervising

  • PhD student:
  1. Kirsty Lee (2025-now, Primary Supervisor)
  2. Keith Ly (2020-2023, Joint Supervisor) - UNSW Dean’s Award for Outstanding PhD Theses
  3. Yuyang Xie (2023-now, Secondary Supervisor)
  4. Gabriel Shen, Rosendo (2025-now, Secondary Supervisor) – UNSW Dean’s Honours List
  5. Madhuvanthi Muralidharan (2017-2021, Secondary Supervisor) - EMBS Student Paper Competition, Asia Pacific Finalist
  6. Peijun Qin (2024-now, Secondary Supervisor) – UIPA PhD Scholarship, China-Australia Young Professionals, Stephen Fitzgerald Scholars
  7. Michael Italiano (2021-now, Secondary Supervisor) - Baxter Family Scholarship, 2024 EMBC NextGen Scholar, 2024 Arc PGC Research Student Award Honourable Mentions
  8. Xiaoyu Song (2021- 2024 with SJTU, Mentor)
  9. Zhuofan Lu (2018-2022 with SJTU, Mentor)
  10. Meixuan Zhou (2023-nowwith SJTU, Mentor)
  11. Zhengyang Liu (2022-now with SJTU, Mentor)
  12. Chih Yu Yang (2017-2018, Mentor)
  • MPhil student
  1. Saidong Ma (2023-2024, with SJTU, Mentor)
  2. Feng Zhou (2020-2022, with SJTU, Mentor)
  3. Jiao Liu (2022-2024, with SJTU, Mentor)
  4. Ning Wang (2018-2020, with SJTU, Mentor)
  5. Yimeng Ge (2018-2020, with SJTU, Mentor)
  6. Xintong Wang (2023-2024, with SJTU, Mentor)
  7. Wenji Yue (2022-2023, with SIAT, Mentor)
  8. Yike Cai (2022-2023, with HIT, Mentor)
  • Project thesis undergraduate/postgraduate student
  1. Qihang Lin (2019-2020, Primary Supervisor)
  2. Peijun Qin (2022-2023, Primary Supervisor) - UNSW Outstanding Postgraduate Coursework Student Award
  3. Jackson Cai (2021-2022, Co-Supervisor)
  4. Mingsong Zha (2020-2021, Co-Supervisor)
  5. Jovita Rajesh Deodhar (2023, Co-Supervisor)
  6. Selena Chia (2023, Co-Supervisor) - UNSW Innovation Award for Industry Engagement
  7. Daniel Ng (2022-2023, Co-Supervisor)
  8. Jian Li (2023, Primary Supervisor) - UNSW GSBmE Award for Research Quality,TFSHDR Scholarship in 2025
  9. Rongfeng Wang (2023, Primary Supervisor) - TFSHDR Scholarship in 2025
  10. Ruier Xue (2023-2024, Co-Supervisor) – UIPA PhD Scholarship in 2025
  11. Abarnika Sivasamy (2024, Primary Supervisor)
  12. Ningjia Yao (2024, Primary Supervisor)
  13. Yifu Chen (2024, Primary Supervisor)
  14. Jiawen Han (2024, Primary Supervisor) - UNSW GSBmE Award for Research Quality
  15. Shijie Zhou (2024, Primary Supervisor)
  16. Wenyu Fu (2024, Co-Supervisor) - UNSW Innovation Award for Industry Engagement
  17. Dean Vidafar (2024-2025, Primary Supervisor)
  18. Peiji Cai (2024-2025, Primary Supervisor)
  19. Geliang Zhu (2024-2025, Primary Supervisor)
  20. Feiran Deng (2024-2025, Primary Supervisor)
  21. Haiyu Wang (2024-2025, Primary Supervisor)
  22. Jack Li (2024-2025, Primary Supervisor)
  23. Jie Wen (2025, Primary Supervisor)
  24. Andy Lin (2025, Primary Supervisor)
  25. Yumeng Wang (2025, Primary Supervisor)
  26. TiantianLiu (2025, Primary Supervisor)
  27. Yi Pan(2025, Primary Supervisor)
  28. Liyunuo Pi(2025, Primary Supervisor)
  • Practicum exchange or taste of research student
  1. Jinyu Ji (2019, Mentor)
  2. Alexander Epps (2023-2024, Mentor)
  • Postdoc:
  1. Dr Keith Ly (2022-2023)
  2. Dr Yang Liu (2024-now)
  3. Dr Laicong Qiao (2022)
  4. Dr Madhuvanthi Muralidharan (2021-2022)
  5. Dr Chih Yu Yang (2018)
  6. Dr Heng Li (with SJTU, 2022-now)
  • Professional Staff:
  1. Marija Kordanovski (2022-2023)
  2. Wenxian Tang (2023)
  3. Yanan Huang (2022-2023)
  4. Laicong Qiao (2023)
  5. Sixiao Li (2023-now)
  6. Jonathan Williams (2023-now)
  7. Peiji Deng (2024)
  8. Priyanka Kuriakose (2024)

My Teaching

Replicating the wisdom from ancient literature in my lecture, showcases how vagus nerve stimulation interacts with biology and treats health issues

  • Course Coordinator

  1. BIOM9610Bioelectronics and Physiological Measurement, UNSW (2025 - now)
  2. BIOM9701 Modelling Organs, Tissues and Devices, UNSW (2024 - now)
  3. BIOM9020/9021/9914 BIOM Postgraduate Thesis, UNSW (2022 - now)
  • Instructor
  1. “Electrical Signals in Human Body”, Clinical Laboratory Science - BIOM9420, UNSW (2024 - now)
  2. “Computational Modelling of Bionics”, Bionics and Neuromodulation - BIOM9660, UNSW (2017 – 2023)
  3. “Excitable Tissue, Biopotentials and Electrodes”, Biomedical Instrumentation - BIOM9640, UNSW (2019 - 2023)
  4. "Computational Neurophysiology", Engineering in Medicine and Biology - BIOM1010 (2016)
  • Guest Lecture
  1. “Visual Prostheses”, Neural Engineering - BME468, University of Rhode Island, US (2017 - now)
  2. “Bio-signals and Physical Equivalence”, Advancements in Biomedical Engineering-MM6124, University of Hong Kong (2024-now)
  3. “Computational Modelling in Therapeutic Devices”, Introduction to Biomedical Engineering I - BME3001, Chinese University of Hong Kong (2021)