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Association Between Comorbidity Clusters and Mortality in Patients With Cancer: Predictive Modeling Using Machine Learning Approaches of Data From the United States and Hong Kong

Association Between Comorbidity Clusters and Mortality in Patients With Cancer: Predictive Modeling Using Machine Learning Approaches of Data From the United States and Hong Kong

A P 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].

Chun Sing Lam, Rong Hua, Herbert Ho-Fung Loong, Chun-Kit Ngan, Yin Ting Cheung

JMIR Cancer 2025;11:e71937

Development and Validation of a Large Language Model–Powered Chatbot for Neurosurgery: Mixed Methods Study on Enhancing Perioperative Patient Education

Development and Validation of a Large Language Model–Powered Chatbot for Neurosurgery: Mixed Methods Study on Enhancing Perioperative Patient Education

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.

Chung Man Ho, Shaowei Guan, Prudence Kwan-Lam Mok, Candice HW Lam, Wai Ying Ho, Calvin Hoi-Kwan Mak, Harry Qin, Arkers Kwan Ching Wong, Vivian Hui

J Med Internet Res 2025;27:e74299

Development and Validation of a Rule-Based Natural Language Processing Algorithm to Identify Falls in Inpatient Records of Older Adults: Retrospective Analysis

Development and Validation of a Rule-Based Natural Language Processing Algorithm to Identify Falls in Inpatient Records of Older Adults: Retrospective Analysis

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.

Xing Xing Qian, Pui Hing Chau, Daniel Y T Fong, Mandy Ho, Jean Woo

JMIR Aging 2025;8:e65195

Association of Perceived Xingfu With Health-Related and Socioeconomic Factors Among Hong Kong Chinese Adults: Cross-Sectional Study Using a Novel Single-Item Tool

Association of Perceived Xingfu With Health-Related and Socioeconomic Factors Among Hong Kong Chinese Adults: Cross-Sectional Study Using a Novel Single-Item Tool

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].

Katherine Y P Sze, Sai Yin Ho, Agnes Yuen Kwan Lai, Jing Jia, Heng Xu, Shirley Man Man Sit, Tai Hing Lam, Man Ping Wang

JMIR Form Res 2025;9:e73350