Publications by authors named "Peter B Shull"

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Integrating Motor Unit Activity With Deep Learning for Real-Time, Simultaneous and Proportional Wrist Angle and Grasp Force Estimation.
Dongxuan Li, Chen Chen, Kezhe Zhu, Ruye Guo, Peter B Shull

IEEE Trans Biomed Eng· December 2025

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Stage-specific EMG feature optimization for enhanced post-stroke hand gesture recognition.
Omar Mansour, Hussein Sarwat, Zakir Ullah, Xinyu Song, Jie Jia, Peter B Shull

J Neuroeng Rehabil· December 2025

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Smartwatch Accelerometer Step Counting That Rejects False Positives During Non-Walking Wrist Movement.
Ziheng Xu, Yueyuan Chen, Huiming Pan, Jianping Lin, Kezhe Zhu, Peter B Shull

IEEE J Biomed Health Inform· November 2025

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Novel Deep Learning Model to Estimate Knee Flexion and Adduction Moments with Wearable IMUs during Treadmill and Overground Walking.
Alon Sabaty, Adi Fishman, Shani Batcir, Tian Tan, Peter B Shull

IEEE J Biomed Health Inform· June 2025

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High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation.
Huiming Pan, Dongxuan Li, Chen Chen, Peter B Shull

IEEE Trans Neural Syst Rehabil Eng· May 2025

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Step Width Haptic Feedback for Gait Stability in Spinocerebellar Ataxia: Preliminary Results.
Hong Wang, Zakir Ullah, Eran Gazit, Marina Brozgol, Jeffrey M Hausdorff, Peter B Shull

Mov Disord· April 2025

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Innovations and ongoing challenges in digital technologies for Parkinson's disease.
Ryan T Roemmich, Elena Moro, Peter B Shull

NPJ Parkinsons Dis· March 2025

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Step Width Estimation in Individuals With and Without Neurodegenerative Disease via a Novel Data-Augmentation Deep Learning Model and Minimal Wearable Inertial Sensors.
Hong Wang, Zakir Ullah, Eran Gazit, Marina Brozgol, Tian Tan, Peter B Shull

IEEE J Biomed Health Inform· January 2025

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Real-Time IMU-Based Kinematics in the Presence of Wireless Data Drop.
Kezhe Zhu, Dongxuan Li, Jinxuan Li, Peter B Shull

IEEE J Biomed Health Inform· November 2024

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Improving Task-Agnostic Energy Shaping Control of Powered Exoskeletons with Task/Gait Classification.
Jianping Lin, Robert D Gregg, Peter B Shull

IEEE Robot Autom Lett· August 2024

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Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation.
Tian Tan, Peter B Shull, Jenifer L Hicks, Scott D Uhlrich, Akshay S Chaudhari

IEEE Trans Biomed Eng· July 2024

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EchoGest: Soft Ultrasonic Waveguides Based Sensing Skin for Subject-Independent Hand Gesture Recognition.
Medhanit Y Alemu, Yuan Lin, Peter B Shull

IEEE Trans Neural Syst Rehabil Eng· July 2024

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Automated, IMU-based spine angle estimation and IMU location identification for telerehabilitation.
Huiming Pan, Hong Wang, Dongxuan Li, Kezhe Zhu, Yuxiang Gao, Peter B Shull

J Neuroeng Rehabil· June 2024

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Post-stroke hand gesture recognition via one-shot transfer learning using prototypical networks.
Hussein Sarwat, Amr Alkhashab, Xinyu Song, Shuo Jiang, Jie Jia, Peter B Shull

J Neuroeng Rehabil· June 2024

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Graph-Driven Simultaneous and Proportional Estimation of Wrist Angle and Grasp Force via High-Density EMG.
Dongxuan Li, Peiqi Kang, Yang Yu, Peter B Shull

IEEE J Biomed Health Inform· May 2024

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Design of a Wearable Real-Time Hand Motion Tracking System Using an Array of Soft Polymer Acoustic Waveguides.
Yuan Lin, Peter B Shull, Jean-Baptiste Chossat

Soft Robot· April 2024

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3D Knee and Hip Angle Estimation With Reduced Wearable IMUs via Transfer Learning During Yoga, Golf, Swimming, Badminton, and Dance.
Jinxuan Li, Kezhe Zhu, Dongxuan Li, Peiqi Kang, Peter B Shull

IEEE Trans Neural Syst Rehabil Eng· January 2024

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Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation.
Tian Tan, Peter B Shull, Jenifer L Hicks, Scott D Uhlrich, Akshay S Chaudhari

bioRxiv· January 2024

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IMU Shoulder Angle Estimation: Effects of Sensor-to-Segment Misalignment and Sensor Orientation Error.
Kezhe Zhu, Jinxuan Li, Dongxuan Li, Bingfei Fan, Peter B Shull

IEEE Trans Neural Syst Rehabil Eng· November 2023

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Synthetic EMG Based on Adversarial Style Transfer Can Effectively Attack Biometric-Based Personal Identification Models.
Peiqi Kang, Shuo Jiang, Peter B Shull

IEEE Trans Neural Syst Rehabil Eng· August 2023

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Real-Time Ground Reaction Force and Knee Extension Moment Estimation During Drop Landings Via Modular LSTM Modeling and Wearable IMUs.
Tao Sun, Dongxuan Li, Bingfei Fan, Tian Tan, Peter B Shull

IEEE J Biomed Health Inform· July 2023

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Multi-day monitoring of foot progression angles during unsupervised, real-world walking in people with and without knee osteoarthritis.
Jesse M Charlton, Haisheng Xia, Peter B Shull, Janice J Eng, Linda C Li

Clin Biomech (Bristol)· May 2023

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A scoping review of portable sensing for out-of-lab anterior cruciate ligament injury prevention and rehabilitation.
Tian Tan, Anthony A Gatti, Bingfei Fan, Kevin G Shea, Seth L Sherman, Peter B Shull

NPJ Digit Med· March 2023

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Editorial: Wearable sensing of movement quality after neurological disorders.
Mohamed Irfan Mohamed Refai, Bert-Jan F van Beijnum, Jaap H Buurke, Peter B Shull, Peter H Veltink

Front Physiol· February 2023

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A Novel PPG-FMG-ACC Wristband for Hand Gesture Recognition.
Hong Wang, Peiqi Kang, Qinghua Gao, Shuo Jiang, Peter B Shull

IEEE J Biomed Health Inform· October 2022

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