Yanxin Zhang

Application of Deep Learning-Based Markerless Pose Estimation in a 3D Exergame System for Knee Osteoarthritis Exercise Management: Development and Preliminary Evaluation

Xingye Cheng, Xi Gao, Wenqi Liang, Rebecca Mary Meiring et autres

Home-based exercise management for people with knee osteoarthritis (KOA) is often limited by insufficient movement supervision, individualization, and progression support. This study described the development and preliminary evaluation of a KOA-specific 3D exergame exercise management system. The system combined markerless motion analysis …

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Supplementary data for: Dose-dependent regulation of growth and biomass quality by 14-hydroxylated brassinosteroid in mixotrophic Chlorella pyrenoidosa: a multi-omics study

Xuxiong Huang, Yanxin Zhang, Linyinxue Dong

This repository contains supplementary analysis results for the manuscript "Dose-dependent regulation of growth and biomass quality by 14-hydroxylated brassinosteroid in mixotrophic Chlorella pyrenoidosa: a multi-omics study". The dataset includes results from three omics layers: 1. Proteomics (DIA mass spectrometry): protein/peptide quantification, differential …

cn (code pays fourni par la source)

Supplementary data for: Dose-dependent regulation of growth and biomass quality by 14-hydroxylated brassinosteroid in mixotrophic Chlorella pyrenoidosa: a multi-omics study

Xuxiong Huang, Yanxin Zhang, Linyinxue Dong

This repository contains supplementary analysis results for the manuscript "Dose-dependent regulation of growth and biomass quality by 14-hydroxylated brassinosteroid in mixotrophic Chlorella pyrenoidosa: a multi-omics study". The dataset includes results from three omics layers: 1. Proteomics (DIA mass spectrometry): protein/peptide quantification, differential …

cn (code pays fourni par la source)

Balance and Mobility Impairment in Older Adults with Cardiovascular Disease Before and After Rehabilitation: A Narrative Review

Zhengyang Song, Sasha Douglas, Imran Khan Niazi, Yanxin Zhang et autres

Balance impairment threatens mobility and independence in older adults with cardiovascular disease, yet cardiac rehabilitation (CR) has traditionally prioritised aerobic capacity and cardiovascular outcomes. This narrative review examines the mechanisms and assessment of balance impairment, balance recovery within CR, and implications for …

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Co-Designing a Clinician-Centered Video Gait Assessment System for Cerebral Palsy Based on the Framework for Co-Design of Clinical Practice Tools: Iterative Development and Formative Evaluation Study

Xi Gao, Xingye Cheng, Jiming Sun, Wenqi Liang et autres

Background: Clinical gait assessment is essential for monitoring functional progress in children with cerebral palsy (CP); however, traditional visual observation remains inherently subjective and labor-intensive. Although AI-supported video gait assessment may provide more objective and automated outputs, many tools remain difficult to …

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Concurrent validity of markerless motion capture for occupational lifting: Kinematics and ergonomic risk assessment

Mengjie Zhang, Arne Nieuwenhuys, Mark Boocock, Yanxin Zhang

Markerless motion capture has the potential to enhance ergonomic risk assessment, but evidence remains limited for occupational manual handling tasks of increasing complexity. This study compared a multi-view system (OpenCap) and a monocular system (MediaPipe) against a marker-based reference system (Vicon) for …

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Association of Early Serum Creatinine-Based Acute Kidney Injury with Adverse Maternal Outcomes in Critically Ill Obstetric ICU Patients: A Retrospective Cohort Study Using the MIMIC-IV and eICU Databases

Wenxiu Zhu, Yanxin Zhang, Shuai Wang

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Effects of Tai Chi Combined with Upper Limb Rehabilitation Training on Bimanual Coordination Kinematic Characteristics in Post‑Stroke Patients：A Markerless Motion Capture-Based Analysis

Qiurong Xie, Qi ZHANG, Bo Sheng, Xiaoling WANG et autres

Nutritional supplements for preventing preeclampsia: A network meta-analysis

Cunliang Wang, Cuiping You, Yanxin Zhang

Research on the effects of different oral nutritional supplements in preventing preeclampsia has yielded controversial results. This network meta-analysis sought to ascertain the effect of diverse oral nutritional supplements in preventing preeclampsia. Randomised controlled trials in preventing preeclampsia were searched in PubMed, …

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Phase angle as a prognostic nutritional marker for survival in nasopharyngeal carcinoma patients undergoing chemoradiotherapy: a prospective cohort study

Yanxin Zhang, Jiang Jiaping, 梁骊敏, Xiaojun Huang et autres

Background Conventional nutritional indicators have limitations in predicting outcomes for nasopharyngeal carcinoma (NPC) patients undergoing chemoradiotherapy. Phase angle (PA), a bioelectrical impedance-derived measure of cellular integrity, has emerged as a prognostic marker in various malignancies but remains understudied in NPC. This study …

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Network and machine learning analysis of childhood trauma, mental health, and AI-based emotional support needs in adolescents from underdeveloped regions

Jianqiang Wang, Shaoxiong Li, Jing Lv, Yanxin Zhang et autres

BACKGROUND: The current intervention efficacy of generative conversational artificial intelligence (GCAI) on overall mental health issues remains limited, which may be related to the complex and unclear relation between GCAI emotional support needs (GCAI-ESN) and childhood trauma and mental health issues. METHODS: …

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Characteristics of gut microbiota changes in patients with nasopharyngeal carcinoma during radiotherapy

Caihong Yu, Yingying Lin, Xiaonan Cui, Xiaojun Huang et autres

BACKGROUND: This study aimed to characterize the longitudinal and dynamic changes of gut microbiota in patients with nasopharyngeal carcinoma (NPC) during radiotherapy, to inform the development of strategies for maintaining gut microbiota homeostasis. METHODS: Thirty-one newly diagnosed NPC patients were recruited from …

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