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Journal Articles

Enhancing Gait Recognition in Lower Limb Exoskeletons: Adaptive Feature Selection and Random Forest With Bayesian Optimization

Haibo Lin, Xudong Guo, Fengqi Zhong, Haipo Cui, Zhan Zhao, Haonan Geng, Guojie Zhang
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Research-Article
J. Med. Devices. March 2025, 19(1): 011006.
Paper No: MED-24-1097
https://doi.org/10.1115/1.4066923
Published Online: November 22, 2024
View Article titled, Enhancing Gait Recognition in Lower Limb Exoskeletons: Adaptive Feature Selection and Random Forest With Bayesian Optimization
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Topics: Algorithms, Exoskeleton devices, Feature selection, Optimization, Particle swarm optimization, Signals
Journal Articles

A Practical Measurement of Parkinson's Patients Gait Using Simple Walker-Based Motion Sensing and Data Analysis

Vered Aharonson, Ilana Schlesinger, Andre M. McDonald, Steven Dubowsky, Amos D. Korczyn
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Research-Article
J. Med. Devices. March 2018, 12(1): 011012.
Paper No: MED-17-1053
https://doi.org/10.1115/1.4038810
Published Online: February 12, 2018
View Article titled, A Practical Measurement of Parkinson's Patients Gait Using Simple Walker-Based Motion Sensing and Data Analysis
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Topics: Accelerometers, Algorithms, Feature selection, Machine learning, Mechanical admittance, Sensors, Signal processing, Signals, Diseases, Testing
Journal Articles

Unsupervised Versus Supervised Methods for Categorizing Mental States From fMRI Data

Nasim Alamdari, Shirin Akbari, Emad Fatemizadeh
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Technical Briefs
J. Med. Devices. June 2015, 9(2): 020949.
Paper No: MED-15-1055
https://doi.org/10.1115/1.4030128
Published Online: June 1, 2015
View Article titled, Unsupervised Versus Supervised Methods for Categorizing Mental States From fMRI Data
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Topics: Algorithms, Brain, Feature selection, Support vector machines
Journal Articles

Predictive Modeling of Transplant-Related Mortality

Feng Cai
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Design Of Medical Devices Conference Abstracts
J. Med. Devices. June 2010, 4(2): 027527.
https://doi.org/10.1115/1.3443322
Published Online: August 10, 2010
View Article titled, Predictive Modeling of Transplant-Related Mortality
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Topics: Blood, Diseases, Modeling, Support vector machines, Feature selection, Artificial intelligence, Biophysics, Machine learning, Medical image processing, Performance