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Identification of Myofascial Trigger Point Using the Combination of Texture Analysis in B-Mode Ultrasound with Machine Learning Classifiers

Sensors (Basel, Switzerland), 2023-12, Vol.23 (24), p.9873

2023

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Selective peripheral nerve recording using simulated human median nerve activity and convolutional neural networks

Biomedical engineering online, 2023-12, Vol.22 (1), p.118-19, Article 118

2023

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A randomized double blinded placebo controlled study to evaluate motor unit abnormalities after experimentally induced sensitization using capsaicin

Scientific reports, 2021-07, Vol.11 (1), p.1-13, Article 13793

2021

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Compensation Strategies for Bioelectric Signal Changes in Chronic Selective Nerve Cuff Recordings: A Simulation Study

Sensors (Basel, Switzerland), 2021-01, Vol.21 (2), p.506

2021

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A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces

IEEE transactions on neural systems and rehabilitation engineering, 2024, Vol.32, p.3689-3698

2024

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Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research

IEEE access, 2023, Vol.11, p.101567-101579

2023

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The Use of Virtual Reality in the Rehabilitation of Chronic Nonspecific Neck Pain: A Systematic Review and Meta-Analysis

The Clinical journal of pain, 2023-09, Vol.39 (9), p.491-500

2023

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Myofascial Trigger Point Identification in B-Mode Ultrasound: Texture Analysis Versus a Convolutional Neural Network Approach

Ultrasound in medicine & biology, 2023-10, Vol.49 (10), p.2273-2282

2023

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Classification of naturally evoked compound action potentials in peripheral nerve spatiotemporal recordings

Scientific reports, 2019-07, Vol.9 (1), p.11145-13, Article 11145

2019

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Enhancing the selective electrical activation of human vagal nerve fibers: a comparative computational modeling study with validation in a rat sciatic model

Journal of neural engineering, 2023-12, Vol.20 (6), p.66012

2023

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Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research

Artificial intelligence in medicine, 2024-05, Vol.151, p.102849, Article 102849

2024

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Selective peripheral nerve recordings from nerve cuff electrodes using convolutional neural networks

Journal of neural engineering, 2020-01, Vol.17 (1), p.016042-016042

2020

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Tutorial: a guide to techniques for analysing recordings from the peripheral nervous system

Journal of neural engineering, 2022-08, Vol.19 (4), p.42001

2022

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Influence of Anatomical Detail and Tissue Conductivity Variations in Simulations of Multi-Contact Nerve Cuff Recordings

IEEE transactions on neural systems and rehabilitation engineering, 2017-09, Vol.25 (9), p.1653-1662

2017

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Use of spatiotemporal templates for pathway discrimination in peripheral nerve recordings: a simulation study

Journal of neural engineering, 2017-02, Vol.14 (1), p.016013-016013

2017

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Compensating for Electrode Contact Failures in Chronic Selective Nerve Cuff Recordings: A Simulation Study

2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020, p.366-370

2020

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Reliability and minimal detectable difference of pressure pain thresholds in a pain-free population

British journal of pain, 2023-06, Vol.17 (3), p.239-243

2023

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Denoising and decoding spontaneous vagus nerve recordings with machine learning

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Impact of Encapsulation Tissue Growth on Selective Recording in Nerve Cuff Electrodes: A Simulation Study

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.3444-3447

2020

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Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.4002-4005

2021

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Effect of Neighbourhood Size in Entropy Mapping of Ultrasound Images

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.2015-2018

2020

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Effects of the choice of reference on the selectivity of a multi-contact nerve cuff electrode

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.4443-4446

2016

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Discrimination of Neural Sources using Spatiotemporal Signatures in Nerve Cuff Electrode Recordings

Koh, Ryan G. L

2019

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Abstracts and Workshops 7th National Spinal Cord Injury Conference November 9 - 11, 2017 Fallsview Casino Resort Niagara Falls, Ontario, Canada

The journal of spinal cord medicine, 2017-11, Vol.40 (6), p.813-869

2017

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A comparison of extraneural approaches for selective recording in the peripheral nervous system

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.5080-5083

2022

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Identification of Myofascial Trigger Point Using the Combination of Texture Analysis in B-Mode Ultrasound with Machine Learning Classifiers

Selective peripheral nerve recording using simulated human median nerve activity and convolutional neural networks

A randomized double blinded placebo controlled study to evaluate motor unit abnormalities after experimentally induced sensitization using capsaicin

Compensation Strategies for Bioelectric Signal Changes in Chronic Selective Nerve Cuff Recordings: A Simulation Study

A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces

Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research

The Use of Virtual Reality in the Rehabilitation of Chronic Nonspecific Neck Pain: A Systematic Review and Meta-Analysis

Myofascial Trigger Point Identification in B-Mode Ultrasound: Texture Analysis Versus a Convolutional Neural Network Approach

Classification of naturally evoked compound action potentials in peripheral nerve spatiotemporal recordings

Enhancing the selective electrical activation of human vagal nerve fibers: a comparative computational modeling study with validation in a rat sciatic model

Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research

Selective peripheral nerve recordings from nerve cuff electrodes using convolutional neural networks

Tutorial: a guide to techniques for analysing recordings from the peripheral nervous system

Influence of Anatomical Detail and Tissue Conductivity Variations in Simulations of Multi-Contact Nerve Cuff Recordings

Use of spatiotemporal templates for pathway discrimination in peripheral nerve recordings: a simulation study

Compensating for Electrode Contact Failures in Chronic Selective Nerve Cuff Recordings: A Simulation Study

Reliability and minimal detectable difference of pressure pain thresholds in a pain-free population

Denoising and decoding spontaneous vagus nerve recordings with machine learning

Impact of Encapsulation Tissue Growth on Selective Recording in Nerve Cuff Electrodes: A Simulation Study

Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder

Effect of Neighbourhood Size in Entropy Mapping of Ultrasound Images

Effects of the choice of reference on the selectivity of a multi-contact nerve cuff electrode

Discrimination of Neural Sources using Spatiotemporal Signatures in Nerve Cuff Electrode Recordings

Abstracts and Workshops 7th National Spinal Cord Injury Conference November 9 - 11, 2017 Fallsview Casino Resort Niagara Falls, Ontario, Canada

A comparison of extraneural approaches for selective recording in the peripheral nervous system

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