UCD Health | University of California, Davis
Department of Physical Medicine & Rehabilitation

Neuromuscular Research Lab



2024 MDA Clinical & Scientific Conference:

Poster 1:

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Poster 2:

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Publications:

An Overview of Human Activity Recognition using Wearable Sensors: Healthcare and Artificial Intelligence

Authors: Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik Henricson, Xin Liu

Conference: International Conference on Internet of Things 2021

DOI: DOI Link

Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach

Authors: Albara Ah Ramli, Xin Liu, Kelly Berndt, Chen-Nee Chuah, Erica Goude, Lynea B Kaethler, Amanda Lopez, Alina Nicorici, Corey Owens, David Rodriguez, Jane Wang, Daniel Aranki, Craig M McDonald, Erik K Henricson

Journal: Sensors 2024, 24(4), 1155

DOI: DOI Link

Gait Characterization in Duchenne Muscular Dystrophy (DMD) using a Single-sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches

Authors: Albara Ah Ramli, Xin Liu, Kelly Berndt, Erica Goude, Jiahui Hou, Lynea B Kaethler, Rex Liu, Amanda Lopez, Alina Nicorici, Corey Owens, David Rodriguez, Jane Wang, Huanle Zhang, Daniel Aranki, Craig M McDonald, Erik K Henricson

Journal: Sensors 2024, 24(4), 1123

DOI: DOI Link

Walk4Me: Telehealth Community Mobility Assessment, An Automated System for Early Diagnosis and Disease Progression

Authors: Albara Ah Ramli, Xin Liu, Erik K Henricson

Source: arXiv, 2023

Link: Link to arXiv