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Ui-Jae Hwang

Hong Kong Polytechnic University

11 Yuk Choi Rd

Hung Hom, Kowloon

Hong Kong

  • Hong Kong Polytechnic University

SCHOLARLY PAPERS

3

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158

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0

Scholarly Papers (3)

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1.

Subgrouping Non-Specific Low Back Pain Based on Spinal Marker Trajectory Data: An Unsupervised Machine Learning Approach

Number of pages: 25 Posted: 27 Jun 2025
Hwa-Ik Yoo, Ui-Jae Hwang, Jong-Gook Choi and Ohyun Kwon
affiliation not provided to SSRN, Hong Kong Polytechnic University, Kyung Hee Cyber University and Yonsei University
Downloads 64 (970,490)

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clustering, low back pain, movement phenotyping, occupational health, spinal kinematics

2.

Precision Fall Prevention for Healthy Longevity: Distinct Machine Learning Strategies for First-Episode Versus Recurrent Falls in Community-Dwelling Older Adults

Number of pages: 40 Posted: 12 Nov 2025
Ui-Jae Hwang, Arnold Yu Lok Wong, Woochol Joseph Choi, Ohyun Kwon, Stephen N. Robinovitch, Emma Feng Ming Zhou, Aaron Kam-Lun Leung, Marco YC Pang and Amy SN Fu
Hong Kong Polytechnic University, Hong Kong Polytechnic University - Department of Rehabilitation Sciences, Yonsei University, Yonsei University, Simon Fraser University (SFU), Hong Kong Polytechnic University, Hong Kong Polytechnic University, Hong Kong Polytechnic University and Hong Kong Polytechnic University - Department of Rehabilitation Sciences
Downloads 53 (1,041,696)

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explainable artificial intelligence, falls, risk factors, machine learning

3.

Parameter-Optimized LED Therapy Targets IL-6/STAT3 Axis to Attenuate Tendinopathy via Dual Modulation of Inflammation and ECM Remodeling

Number of pages: 30 Posted: 21 Oct 2025
Peng Xia, Tianxiang Fan, Xiaoju Wang, Ye Li, Ui-Jae Hwang, Zhi Yao, Deli Wang, Zhaohua Zhu, Guoqing Cui, Marco YC Pang and Amy SN Fu
Nanjing Medical University - Nanjing First Hospital, Southern Medical University, Nanjing Medical University, The Chinese University of Hong Kong (CUHK), Hong Kong Polytechnic University, Peking University, Peking University, Southern Medical University - Clinical Research Centre, Peking University - Peking University Third Hospital, Hong Kong Polytechnic University and Hong Kong Polytechnic University - Department of Rehabilitation Sciences
Downloads 41 (1,183,237)

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tendinopathy, LED, STAT3, inflammation, ECM