Gansheng Tan M.Eng

Gansheng Tan M.Eng

PhD Candidate in Biomedical Engineering

Posts by Collection

portfolio

projects

MaxFlow_segmentation

innovation project begun in CentraleSupélec, CENTRE DE VISION NUMERIQUE (CVN), 2019

This project is served as an example about representing energy function as multi-layer graph.

Rhythm_dynamic_in_locomotion

scientific thought begun in Washington University in St. Louis, CINT, 2019

The central pattern generator plays an important role in motor execution. I am fascinated by the involvement of rhythm in central nervous system processing, for example, Neuronal oscillation, heart beat, respiration, motor neuron patterned firing. The question is: can we modulate the rhythmic dynamic to enhance coordination and improve rehabilitation from neurological disorder, hemiparesis for example?

Electrode-localization

innovation project begun in Department of Biomedical Engineering, 2025

Algorithms DOI in MATLAB for objectively and automatically localizing intracranial contac, based on CT images, MRI images, and freesurfer segmentation.

publications

Comparison between the performance of GAN and DCGAN

Published in NON, 2019

Generative Adversarial Networks (GAN) are algorithms that generate content (usually images), which imitate real content that is fed to them.

Recommended citation: Gezheng, X.&Gansheng, T.&Fangxu, L.&Xiaoyu, S.(2019). "Comparison between the performance of GAN and DCGAN." Learning network. NA(NA).
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Classification of meditation state and auditory attention control state

Published in NON, 2019

This detailed paper elucidate the methods and results of using EEG signal band power, ratios of frequencies magnitudes and phase-amplitude coupling in classification

Recommended citation: Gansheng, T.&Shuhui, W.&Valentin, V.& Wei,M. (2019). "Classification of meditation state and auditory attention control state." Jalon. 1(4).
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Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Does vibrotactile stimulation of the auricular vagus nerve enhance working memory? A behavioral and physiological investigation

Published in Brain Stimulation, 2024

Development of novel noninvasive vagus nerve stimulation for cognition improvement

Recommended citation: Tan, G., Adams, J., Donovan, K., Demarest, P., Willie, J. T., Brunner, P., Gorlewicz, J. L., & Leuthardt, E. C. (2024). Does vibrotactile stimulation of the auricular vagus nerve enhance working memory? A behavioral and physiological investigation. In Brain Stimulation (Vol. 17, Issue 2, pp. 460–468). Elsevier BV. https://doi.org/10.1016/j.brs.2024.04.002
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Ultrasound Applications in the Treatment of Major Depressive Disorder (MDD): A Systematic Review of Techniques and Efficacy

Published in medRxiv, 2025

To support the continued development of ultrasound for treating MDD, we conducted a systematic review following Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines

Recommended citation: Tan, G., Chen, H., & Leuthardt, E. C. (2025). Ultrasound Applications in the Treatment of Major Depressive Disorder (MDD): A Systematic Review of Techniques and Efficacy. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2025.01.23.25320960
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talks

Invited Seminar at the CENTER FOR BRAIN-COMPUTING RESEARCH

Published:

[More information here] (https://personal.ntu.edu.sg/ctguan/research.html)
M.S. Tan talk about the interaction between cortical oscillation and muscle synergies (OSI) in healthy individuals and hemiparesis patients. M.S. Tan found OSI were 5 muscle synergies during the rectangular movement of the upper limb including push, horizontal abduction, pull, and horizontal addction. These muscle synergies were modulates by the cortical oscillation. OSI is an index of motor function in hemiparesis patients and provide insignts in developing effective neuromodulatory therapies.

Working memory in humans

Published:

This talks introduces how working memory is formed and how it affects everyday’s decision.

2024 Society of Neuroscience Annual Meeting

Published:

This talks presents The Interaction between Eye Movement and Middle Temporal Lobe activity During Visual Exploration: Insights from Electrophysiological Data. We found evoked potential occurring at saccade onset and offset.

teaching

Le Cours Français

le cours est ouvert pour tout le monde, Paris-Shanghai, 2019

Les leçons pour bien débuter en français et apprendre du vocabulaire, l’alphabet, la prononciation, la grammaire.

Biomedical-data-science

BME course, Washington University in St. Louis, 2024

This course introduce computational model and data science in the field of biomedical engineering.