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Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis
J Med Internet Res 2025;27:e65708
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In Hong Kong, the Hospital Authority is a statutory body that governs all public hospital services. These hospitals provide approximately 90% of all secondary and tertiary care services in Hong Kong [37]. Hospital Authority Data Collaboration Laboratory (HADCL) provides comprehensive deidentified data, including sociodemographic details, clinical diagnoses, medications, and hospital admission data from the Hospital Authority, and has been used in large-scale epidemiological studies [38].
JMIR Cancer 2025;11:e71937
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the physical fitness, mental health and pain for Chinese patients with major depressive disorders in Hong
J Med Internet Res 2025;27:e72021
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For nurses, they must be registered in the Hong Kong Nursing Council, have at least 2 years of neurosurgical experience, be proficient in English and Chinese, and possess advanced neurosurgical specialty training. The qualitative study recruited participants from the quantitative arm of this study and additionally included several higher specialist trainees and neurosurgical nurses with at least 1 year of experience in neurosurgery to gather diverse insights from frontline professionals.
J Med Internet Res 2025;27:e74299
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The dataset used in this study encompasses admissions from all 43 public hospitals of the Hospital Authority (HA), which manage approximately 80% of hospital admissions in Hong Kong and account for nearly 90% of total bed-days [19]. The data were extracted from the Hospital Authority Data Collaboration Lab (HADCL), and the details were described elsewhere [20]. The clinical records were written in English.
JMIR Aging 2025;8:e65195
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The 2023 Policy Address of the Hong Kong Special Administrative Region (HKSAR) Chief Executive marked the first use of “xingfu” as the headline, and introduced initiatives to promote the residents’ xingfu [11]. This shows that the HKSAR Government has started to prioritize promoting xingfu, which was rarely mentioned in Hong Kong under the British rule before 1997. Hong Kong is one of the most westernized cities in China, with 91.6% of the population being ethnic Chinese [12].
JMIR Form Res 2025;9:e73350
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