Xiaogang Hu

Liu, M., Naseri, A., Lee, I.-C., Hu, X., Lewek, M. D., & Huang, H. (2023). A simplified model for whole-body angular momentum calculation. MEDICAL ENGINEERING & PHYSICS, 111. https://doi.org/10.1016/j.medengphy.2022.103944

Rubin, N., Hinson, R., Saul, K., Hu, X., & Huang, H. (2023). Ankle Torque Estimation With Motor Unit Discharges in Residual Muscles Following Lower-Limb Amputation. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 31, 4821–4830. https://doi.org/10.1109/TNSRE.2023.3336543

Roy, R., Zheng, Y., Kamper, D. G. G., & Hu, X. (2023). Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 70(6), 1911–1920. https://doi.org/10.1109/TBME.2022.3232067

Hinson, R. M., Berman, J., Filer, W., Kamper, D., Hu, X., & Huang, H. (2023). Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 31, 680–689. https://doi.org/10.1109/TNSRE.2022.3226229

Roy, R., Kamper, D. G. G., & Hu, X. (2023). Optimized Model Selection for Concurrent Decoding of Finger Kinetics and Kinematics. IEEE ACCESS, 11, 17348–17358. https://doi.org/10.1109/ACCESS.2023.3246950

Roy, R., Xu, F., Kamper, D. G., & Hu, X. (2022). A generic neural network model to estimate populational neural activity for robust neural decoding. COMPUTERS IN BIOLOGY AND MEDICINE, 144. https://doi.org/10.1016/j.compbiomed.2022.105359

Rubin, N., Zheng, Y., Huang, H., & Hu, X. (2022). Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 69(9), 2767–2775. https://doi.org/10.1109/TBME.2022.3153448

Vargas, L., Huang, H., Zhu, Y., & Hu, X. (2022). Object Recognition via Evoked Sensory Feedback during Control of a Prosthetic Hand. IEEE ROBOTICS AND AUTOMATION LETTERS, 7(1), 207–214. https://doi.org/10.1109/LRA.2021.3122897

Vargas, L., Huang, H., Zhu, Y., Kamper, D., & Hu, X. (2022). Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand. IEEE ROBOTICS AND AUTOMATION LETTERS, 7(4), 10977–10984. https://doi.org/10.1109/LRA.2022.3196958

Lee, I.-C., Liu, M., Lewek, M. D., Hu, X., Filer, W. G., & Huang, H. (2022). Toward Safe Wearer-Prosthesis Interaction: Evaluation of Gait Stability and Human Compensation Strategy Under Faults in Robotic Transfemoral Prostheses. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 30, 2773–2782. https://doi.org/10.1109/TNSRE.2022.3208778

Yao, S., Zhou, W., Hinson, R., Dong, P., Wu, S., Ives, J., … Zhu, Y. (2022, May 16). Ultrasoft Porous 3D Conductive Dry Electrodes for Electrophysiological Sensing and Myoelectric Control. ADVANCED MATERIALS TECHNOLOGIES, Vol. 5. https://doi.org/10.1002/admt.202101637

Shin, H., Hawari, M. A., & Hu, X. (2021). Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 25(7), 2575–2582. https://doi.org/10.1109/JBHI.2020.3041669

Zheng, Y., Shin, H., Kamper, D. G., & Hu, X. (2021). Automatic Detection of Contracting Muscle Regions via the Deformation Field of Transverse Ultrasound Images: A Feasibility Study. ANNALS OF BIOMEDICAL ENGINEERING, 49(1), 354–366. https://doi.org/10.1007/s10439-020-02557-2

Vargas, L., Huang, H., Zhu, Y., & Hu, X. (2021). Closed-loop control of a prosthetic finger via evoked proprioceptive information. JOURNAL OF NEURAL ENGINEERING, 18(6). https://doi.org/10.1088/1741-2552/ac3c9e

Rubin, N., Liu, W., Hu, X., & Huang, H. (2021). Common Neural Input within and across Lower Limb Muscles: A Preliminary Study. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), pp. 6683–6686. https://doi.org/10.1109/EMBC46164.2021.9630141

Zheng, Y., & Hu, X. (2021). Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 31(06). https://doi.org/10.1142/S0129065721500106

Xu, F., Zheng, Y., & Hu, X. (2021). Estimation of Joint Kinematics and Fingertip Forces using Motoneuron Firing Activities: A Preliminary Report. 2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), pp. 1035–1038. https://doi.org/10.1109/NER49283.2021.9441433

Fleming, A., Stafford, N., Huang, S., Hu, X., Ferris, D. P., & Huang, H. (2021). [Review of Myoelectric control of robotic lower limb prostheses: a review of electromyography interfaces, control paradigms, challenges and future directions]. JOURNAL OF NEURAL ENGINEERING, 18(4). https://doi.org/10.1088/1741-2552/ac1176

Vargas, L., Huang, H., Zhu, Y., & Hu, X. (2021). Perception of Static Position and Kinesthesia of the Finger using Vibratory Stimulation. 2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), pp. 1087–1090. https://doi.org/10.1109/NER49283.2021.9441255

Vargas, L., Huang, H., Zhu, Y., & Hu, X. (2021). Static and dynamic proprioceptive recognition through vibrotactile stimulation. JOURNAL OF NEURAL ENGINEERING, 18(4). https://doi.org/10.1088/1741-2552/ac0d43

Xie, J., & Hu, X. (2021). Virtual Reality for Evaluating Prosthetic Hand Control Strategies: A Preliminary Report. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), pp. 6263–6266. https://doi.org/10.1109/EMBC46164.2021.9630555

Wu, S., Yao, S., Liu, Y., Hu, X., Huang, H. H., & Zhu, Y. (2020). Buckle-Delamination-Enabled Stretchable Silver Nanowire Conductors. ACS APPLIED MATERIALS & INTERFACES, 12(37), 41696–41703. https://doi.org/10.1021/acsami.0c09775

Zheng, Y., & Hu, X. (2020). Elicited upper limb motions through transcutaneous cervical spinal cord stimulation. JOURNAL OF NEURAL ENGINEERING, 17(3). https://doi.org/10.1088/1741-2552/ab8f6f

Dai, C., & Hu, X. (2020). Finger Joint Angle Estimation Based on Motoneuron Discharge Activities. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 24(3), 760–767. https://doi.org/10.1109/JBHI.2019.2926307

Zheng, Y., & Hu, X. (2020). Muscle activation pattern elicited through transcutaneous stimulation near the cervical spinal cord. JOURNAL OF NEURAL ENGINEERING, 17(1). https://doi.org/10.1088/1741-2552/ab5e09

Vargas, L., Huang, H., Zhu, Y., & Hu, X. (2020). Object Shape and Surface Topology Recognition Using Tactile Feedback Evoked through Transcutaneous Nerve Stimulation. IEEE TRANSACTIONS ON HAPTICS, 13(1), 152–158. https://doi.org/10.1109/TOH.2020.2967366

Zheng, Y., & Hu, X. (2019). Elicited Finger and Wrist Extension Through Transcutaneous Radial Nerve Stimulation. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 27(9), 1875–1882. https://doi.org/10.1109/TNSRE.2019.2930669

Vargas, L., Whitehouse, G., Huang, H., Zhu, Y., & Hu, X. (2019). Evoked Haptic Sensation in the Hand With Concurrent Non-Invasive Nerve Stimulation. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 66(10), 2761–2767. https://doi.org/10.1109/TBME.2019.2895575

Dai, C., & Hu, X. (2019). Extracting and Classifying Spatial Muscle Activation Patterns in Forearm Flexor Muscles Using High-Density Electromyogram Recordings. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 29(1). https://doi.org/10.1142/S0129065718500259

Dai, C., & Hu, X. (2019). Independent component analysis based algorithms for high-density electromyogram decomposition: Experimental evaluation of upper extremity muscles. COMPUTERS IN BIOLOGY AND MEDICINE, 108, 42–48. https://doi.org/10.1016/j.compbiomed.2019.03.009

Dai, C., & Hu, X. (2019). Independent component analysis based algorithms for high-density electromyogram decomposition: Systematic evaluation through simulation. COMPUTERS IN BIOLOGY AND MEDICINE, 109, 171–181. https://doi.org/10.1016/j.compbiomed.2019.04.033

Zheng, Y., & Hu, X. (2019). Interference Removal From Electromyography Based on Independent Component Analysis. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 27(5), 887–894. https://doi.org/10.1109/TNSRE.2019.2910387

Dai, C., Cao, Y., & Hu, X. (2019). Prediction of Individual Finger Forces Based on Decoded Motoneuron Activities. ANNALS OF BIOMEDICAL ENGINEERING, 47(6), 1357–1368. https://doi.org/10.1007/s10439-019-02240-1

Dai, C., Cao, Y., & Hu, X. (2019, July). Prediction of Individual Finger Forces Based on Decoded Motoneuron Activities (vol 47, pg 1357, 2019). ANNALS OF BIOMEDICAL ENGINEERING, Vol. 47, pp. 1688–1688. https://doi.org/10.1007/s10439-019-02281-6

Son, J., Hu, X., Suresh, N. L., & Rymer, W. Z. (2019). Prolonged time course of population excitatory postsynaptic potentials in motoneurons of chronic stroke survivors. JOURNAL OF NEUROPHYSIOLOGY, 122(1), 176–183. https://doi.org/10.1152/jn.00288.2018

Zheng, Y., & Hu, X. (2019). Real-time isometric finger extension force estimation based on motor unit discharge information. JOURNAL OF NEURAL ENGINEERING, 16(6). https://doi.org/10.1088/1741-2552/ab2c55

Yao, S., Vargas, L., Hu, X., & Zhu, Y. (2018). A Novel Finger Kinematic Tracking Method Based on Skin-Like Wearable Strain Sensors. IEEE SENSORS JOURNAL, 18(7), 3010–3015. https://doi.org/10.1109/jsen.2018.2802421

Shin, H., Chen, R., & Hu, X. (2018). Delayed fatigue in finger flexion forces through transcutaneous nerve stimulation. JOURNAL OF NEURAL ENGINEERING, 15(6). https://doi.org/10.1088/1741-2552/aadd1b

Dai, C., Zheng, Y., & Hu, X. (2018). Estimation of Muscle Force Based on Neural Drive in a Hemispheric Stroke Survivor. FRONTIERS IN NEUROLOGY, 9. https://doi.org/10.3389/fneur.2018.00187

Shin, H., Watkins, Z., Huang, H., Zhu, Y., & Hu, X. (2018). Evoked haptic sensations in the hand via non-invasive proximal nerve stimulation. JOURNAL OF NEURAL ENGINEERING, 15(4). https://doi.org/10.1088/1741-2552/aabd5d

Zheng, Y., & Hu, X. (2018). Improved muscle activation using proximal nerve stimulation with subthreshold current pulses at kilohertz-frequency. JOURNAL OF NEURAL ENGINEERING, 15(4). https://doi.org/10.1088/1741-2552/aab90f

Zheng, Y., Shin, H., & Hu, X. (2018). Muscle Fatigue Post-stroke Elicited From Kilohertz-Frequency Subthreshold Nerve Stimulation. FRONTIERS IN NEUROLOGY, 9. https://doi.org/10.3389/fneur.2018.01061

Zheng, Y., & Hu, X. (2018). Reduced muscle fatigue using kilohertz-frequency subthreshold stimulation of the proximal nerve. JOURNAL OF NEURAL ENGINEERING, 15(6). https://doi.org/10.1088/1741-2552/aadecc

Shin, H., Suresh, N. L., Rymer, W. Z., & Hu, X. (2018). Relative contribution of different altered motor unit control to muscle weakness in stroke: a simulation study. JOURNAL OF NEURAL ENGINEERING, 15(1). https://doi.org/10.1088/1741-2552/aa925d

Dai, C., Suresh, N. L., Suresh, A. K., Rymer, W. Z., & Hu, X. (2017). Altered Motor Unit Discharge Coherence in Paretic Muscles of Stroke Survivors. FRONTIERS IN NEUROLOGY, 8. https://doi.org/10.3389/fneur.2017.00202

Shin, H., Watkins, Z., & Hu, X. (2017). Exploration of Hand Grasp Patterns Elicitable Through Non-Invasive Proximal Nerve Stimulation. SCIENTIFIC REPORTS, 7. https://doi.org/10.1038/s41598-017-16824-1

McManus, L., Hu, X., Rymer, W. Z., Suresh, N. L., & Lowery, M. M. (2017). Motor Unit Activity during Fatiguing Isometric Muscle Contraction in Hemispheric Stroke Survivors. FRONTIERS IN HUMAN NEUROSCIENCE, 11. https://doi.org/10.3389/fnhum.2017.00569

Dai, C., Shin, H., Davis, B., & Hu, X. (2017). Origins of Common Neural Inputs to Different Compartments of the Extensor Digitorum Communis Muscle. SCIENTIFIC REPORTS, 7. https://doi.org/10.1038/s41598-017-14555-x

McManus, L., Hu, X., Rymer, W. Z., Suresh, N. L., & Lowery, M. M. (2016). Muscle fatigue increases beta-band coherence between the firing times of simultaneously active motor units in the first dorsal interosseous muscle. JOURNAL OF NEUROPHYSIOLOGY, 115(6), 2830–2839. https://doi.org/10.1152/jn.00097.2016