2.Machine Learning-Based Computed Tomography-Derived Fractional Flow Reserve Predicts Need for Coronary Revascularisation Prior to Transcatheter Aortic Valve Implantation
Kai Dick David LEUNG ; Pan Pan NG ; Boris Chun Kei CHOW ; Keith Wan Hang CHIU ; Neeraj Ramesh MAHBOOBANI ; Yuet-Wong CHENG ; Eric Chi Yuen WONG ; Alan Ka Chun CHAN ; Augus Shing Fung CHUI ; Michael Kang-Yin LEE ; Jonan Chun Yin LEE
Cardiovascular Imaging Asia 2025;9(1):2-8
Objective:
Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients.
Materials and Methods:
A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA.
Results:
On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative.
Conclusion
ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.
3.Knowledge acquisition and retention when implementing public health awareness training on common pediatric eye conditions in Thailand
Chan FOUNTANE ; Woodward MANI ; Parappilly MICHAEL ; Fan YICHEN ; Tedla SARON ; Tamornpark RATIPARK ; Anderson JAMIE ; Chomchoei CHALITAR ; Kampun MANASSAWIN ; Yeemard FARTIMA ; Srikua BUATHANYA ; White ELIZABETH ; Summers ALLISON
Global Health Journal 2025;9(1):27-36
Background:Low awareness of common pediatric eye conditions,such as amblyopia,conjunctivitis,and myopia in rural Chiang Rai,Thailand,prompted the development of a specialized curriculum.This curriculum aimed to provide individuals serving these areas with resources to educate and disseminate information within their communities.Methods:A one-hour curriculum covering the causes,signs,diagnosis,treatment,and prevention of amblyopia,conjunctivitis,and myopia was delivered virtually to public health students at a Thai university and in-person to students at this university and rural community members.The in-person seminar included hands-on activities and simulations of these eye conditions.Knowledge acquisition and retention were assessed using pre-tests,immediate post-tests,and one-month post-tests.Results:The seminar was attended by 87 virtual public health students,111 in-person public health students,and 40 in-person rural community members.All groups showed significant improvement in test scores from pre-test to immediate post-test(P<0.001).In-person students had 1.57 times the odds of answering correctly on the immediate post-test compared to virtual students,despite no significant difference in baseline knowledge.However,the subset of in-person students who did not receive bilingual materials showed no significant difference in immediate post-test performance compared to virtual students(P>0.05).Although public health students had more than twice the odds of answering correctly at pre-test compared to rural community members,there were no significant differences between groups on the immediate post-test(P>0.05).Conclusion:A brief seminar significantly improved understanding and retention of pediatric eye conditions,achieving similar levels of understanding among public health students and rural community members,regard-less of initial knowledge on this topic.In-person,hands-on seminars with educational materials in participants'preferred language proved more effective than virtual ones in achieving these improvements.
4.Analysis of early clinical indicator improvements among patients with pre-diabetes, type 2 diabetes mellitus, and hypertension in the Chronic Disease Co-Care Pilot Scheme of the Hong Kong Special Administrative Region, China
Mak Ivy LYNN ; Lee Ming HIN ; Jiayue ZHANG ; Linda CHAN ; Martin ROLAND ; David BISHAI ; Michael KIDD
Chinese Journal of General Practitioners 2025;24(12):1482-1495
Objective:To analyze early improvements in clinical indicators among patients with pre-diabetes (pre-DM), type 2 diabetes mellitus (T2DM), and hypertension (HT) participating in the Chronic Disease Co-Care (CDCC) Pilot Scheme in the Hong Kong Special Administrative Region of the People′s Republic of China (HKSAR). Methods:This longitudinal study enrolled participants with pre-DM, T2DM, and HT who participated in the CDCC Pilot Scheme between November 2023 and May 2024. Baseline clinical data was collected. All participants were managed followed standardized protocols: family doctors issued prescriptions in accordance with the Hong Kong Reference Framework by the Health Bureau of the Government of the HKSAR, District Health Centre (DHC) and DHC Express provided health education, and personalized counseling by allied health professionals (nurses, optometrists, and dietitians). During the screening phase, screening costs, including consultations and related laboratory investigations, were fully covered by the Government of the HKSAR, while partial subsidies were available during the treatment phase. Participants were followed for 6 months. Primary outcomes were glycated hemoglobin A1c (HbA1c) for pre-DM and T2DM, and blood pressure for HT. Secondary outcomes included body mass index (BMI), triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and the Framingham model-based 10-year cardiovascular risk score. Changes in clinical indicators from baseline to 6 months were analyzed using a linear mixed model, with subgroup analyses by age, sex, and baseline Framingham 10-year cardiovascular disease risk score. Results:A total of 3 910 participants were included in the study, comprising 903 (23.1%) with pre-DM, 478 (12.2%) with T2DM, and 2 529 (64.7%) with HT. Pre-DM participants had an age of (61.4±7.0) years with 641 (71.0%) females; T2DM participants had an age of (60.4±7.4) years with 247 (51.7%) females; HT participants had an age of (60.8±7.9) years with 1 237 (48.9%) females. At 6 months, HbA1c levels declined in the pre-DM and T2DM groups by -0.09% (95% CI:-0.10%--0.07%) and -1.06% (95% CI:-1.21%--0.91%), respectively. In the HT group, systolic blood pressure decreased by 15.3 mmHg (1 mmHg=0.133 kPa) (95% CI:-16.0--14.6 mmHg) and diastolic blood pressure by 8.6 mmHg (95% CI:-9.0--8.1 mmHg). BMI decreased in the three groups, with the largest reduction in the T2DM group (-1.04 kg/m 2, 95% CI:-1.22--0.86 kg/m 2). TC, TG, and LDL-C levels decreased in the three groups (all P<0.05). Subgroup analysis revealed that among HT participants, individuals with a baseline Framingham 10-year cardiovascular disease risk of ≥20% experienced greater reductions in blood pressure compared to those with a risk <20% ( P<0.05). Additionally, male participants demonstrated significantly lower diastolic blood pressure than female participants ( P<0.05). Among participants with T2DM, males exhibited greater reductions in HbA1c levels than females, and participants aged 45-64 years showed significantly lower HbA1c levels compared to those aged 65 years and older (both P<0.05). Conclusions:In the early phase of the CDCC Pilot Scheme, glycemic, blood pressure, lipid, and BMI indicators improved among patients with pre-DM, T2DM, and HT. These effects were particularly pronounced in males and in individuals younger than 65 years of age.
5.Knowledge acquisition and retention when implementing public health awareness training on common pediatric eye conditions in Thailand
Chan FOUNTANE ; Woodward MANI ; Parappilly MICHAEL ; Fan YICHEN ; Tedla SARON ; Tamornpark RATIPARK ; Anderson JAMIE ; Chomchoei CHALITAR ; Kampun MANASSAWIN ; Yeemard FARTIMA ; Srikua BUATHANYA ; White ELIZABETH ; Summers ALLISON
Global Health Journal 2025;9(1):27-36
Background:Low awareness of common pediatric eye conditions,such as amblyopia,conjunctivitis,and myopia in rural Chiang Rai,Thailand,prompted the development of a specialized curriculum.This curriculum aimed to provide individuals serving these areas with resources to educate and disseminate information within their communities.Methods:A one-hour curriculum covering the causes,signs,diagnosis,treatment,and prevention of amblyopia,conjunctivitis,and myopia was delivered virtually to public health students at a Thai university and in-person to students at this university and rural community members.The in-person seminar included hands-on activities and simulations of these eye conditions.Knowledge acquisition and retention were assessed using pre-tests,immediate post-tests,and one-month post-tests.Results:The seminar was attended by 87 virtual public health students,111 in-person public health students,and 40 in-person rural community members.All groups showed significant improvement in test scores from pre-test to immediate post-test(P<0.001).In-person students had 1.57 times the odds of answering correctly on the immediate post-test compared to virtual students,despite no significant difference in baseline knowledge.However,the subset of in-person students who did not receive bilingual materials showed no significant difference in immediate post-test performance compared to virtual students(P>0.05).Although public health students had more than twice the odds of answering correctly at pre-test compared to rural community members,there were no significant differences between groups on the immediate post-test(P>0.05).Conclusion:A brief seminar significantly improved understanding and retention of pediatric eye conditions,achieving similar levels of understanding among public health students and rural community members,regard-less of initial knowledge on this topic.In-person,hands-on seminars with educational materials in participants'preferred language proved more effective than virtual ones in achieving these improvements.
6.Analysis of early clinical indicator improvements among patients with pre-diabetes, type 2 diabetes mellitus, and hypertension in the Chronic Disease Co-Care Pilot Scheme of the Hong Kong Special Administrative Region, China
Mak Ivy LYNN ; Lee Ming HIN ; Jiayue ZHANG ; Linda CHAN ; Martin ROLAND ; David BISHAI ; Michael KIDD
Chinese Journal of General Practitioners 2025;24(12):1482-1495
Objective:To analyze early improvements in clinical indicators among patients with pre-diabetes (pre-DM), type 2 diabetes mellitus (T2DM), and hypertension (HT) participating in the Chronic Disease Co-Care (CDCC) Pilot Scheme in the Hong Kong Special Administrative Region of the People′s Republic of China (HKSAR). Methods:This longitudinal study enrolled participants with pre-DM, T2DM, and HT who participated in the CDCC Pilot Scheme between November 2023 and May 2024. Baseline clinical data was collected. All participants were managed followed standardized protocols: family doctors issued prescriptions in accordance with the Hong Kong Reference Framework by the Health Bureau of the Government of the HKSAR, District Health Centre (DHC) and DHC Express provided health education, and personalized counseling by allied health professionals (nurses, optometrists, and dietitians). During the screening phase, screening costs, including consultations and related laboratory investigations, were fully covered by the Government of the HKSAR, while partial subsidies were available during the treatment phase. Participants were followed for 6 months. Primary outcomes were glycated hemoglobin A1c (HbA1c) for pre-DM and T2DM, and blood pressure for HT. Secondary outcomes included body mass index (BMI), triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and the Framingham model-based 10-year cardiovascular risk score. Changes in clinical indicators from baseline to 6 months were analyzed using a linear mixed model, with subgroup analyses by age, sex, and baseline Framingham 10-year cardiovascular disease risk score. Results:A total of 3 910 participants were included in the study, comprising 903 (23.1%) with pre-DM, 478 (12.2%) with T2DM, and 2 529 (64.7%) with HT. Pre-DM participants had an age of (61.4±7.0) years with 641 (71.0%) females; T2DM participants had an age of (60.4±7.4) years with 247 (51.7%) females; HT participants had an age of (60.8±7.9) years with 1 237 (48.9%) females. At 6 months, HbA1c levels declined in the pre-DM and T2DM groups by -0.09% (95% CI:-0.10%--0.07%) and -1.06% (95% CI:-1.21%--0.91%), respectively. In the HT group, systolic blood pressure decreased by 15.3 mmHg (1 mmHg=0.133 kPa) (95% CI:-16.0--14.6 mmHg) and diastolic blood pressure by 8.6 mmHg (95% CI:-9.0--8.1 mmHg). BMI decreased in the three groups, with the largest reduction in the T2DM group (-1.04 kg/m 2, 95% CI:-1.22--0.86 kg/m 2). TC, TG, and LDL-C levels decreased in the three groups (all P<0.05). Subgroup analysis revealed that among HT participants, individuals with a baseline Framingham 10-year cardiovascular disease risk of ≥20% experienced greater reductions in blood pressure compared to those with a risk <20% ( P<0.05). Additionally, male participants demonstrated significantly lower diastolic blood pressure than female participants ( P<0.05). Among participants with T2DM, males exhibited greater reductions in HbA1c levels than females, and participants aged 45-64 years showed significantly lower HbA1c levels compared to those aged 65 years and older (both P<0.05). Conclusions:In the early phase of the CDCC Pilot Scheme, glycemic, blood pressure, lipid, and BMI indicators improved among patients with pre-DM, T2DM, and HT. These effects were particularly pronounced in males and in individuals younger than 65 years of age.
7.Asia-Pacific consensus on long-term and sequential therapy for osteoporosis
Ta-Wei TAI ; Hsuan-Yu CHEN ; Chien-An SHIH ; Chun-Feng HUANG ; Eugene MCCLOSKEY ; Joon-Kiong LEE ; Swan Sim YEAP ; Ching-Lung CHEUNG ; Natthinee CHARATCHAROENWITTHAYA ; Unnop JAISAMRARN ; Vilai KUPTNIRATSAIKUL ; Rong-Sen YANG ; Sung-Yen LIN ; Akira TAGUCHI ; Satoshi MORI ; Julie LI-YU ; Seng Bin ANG ; Ding-Cheng CHAN ; Wai Sin CHAN ; Hou NG ; Jung-Fu CHEN ; Shih-Te TU ; Hai-Hua CHUANG ; Yin-Fan CHANG ; Fang-Ping CHEN ; Keh-Sung TSAI ; Peter R. EBELING ; Fernando MARIN ; Francisco Javier Nistal RODRÍGUEZ ; Huipeng SHI ; Kyu Ri HWANG ; Kwang-Kyoun KIM ; Yoon-Sok CHUNG ; Ian R. REID ; Manju CHANDRAN ; Serge FERRARI ; E Michael LEWIECKI ; Fen Lee HEW ; Lan T. HO-PHAM ; Tuan Van NGUYEN ; Van Hy NGUYEN ; Sarath LEKAMWASAM ; Dipendra PANDEY ; Sanjay BHADADA ; Chung-Hwan CHEN ; Jawl-Shan HWANG ; Chih-Hsing WU
Osteoporosis and Sarcopenia 2024;10(1):3-10
Objectives:
This study aimed to present the Asia-Pacific consensus on long-term and sequential therapy for osteoporosis, offering evidence-based recommendations for the effective management of this chronic condition.The primary focus is on achieving optimal fracture prevention through a comprehensive, individualized approach.
Methods:
A panel of experts convened to develop consensus statements by synthesizing the current literature and leveraging clinical expertise. The review encompassed long-term anti-osteoporosis medication goals, first-line treatments for individuals at very high fracture risk, and the strategic integration of anabolic and anti resorptive agents in sequential therapy approaches.
Results:
The panelists reached a consensus on 12 statements. Key recommendations included advocating for anabolic agents as the first-line treatment for individuals at very high fracture risk and transitioning to anti resorptive agents following the completion of anabolic therapy. Anabolic therapy remains an option for in dividuals experiencing new fractures or persistent high fracture risk despite antiresorptive treatment. In cases of inadequate response, the consensus recommended considering a switch to more potent medications. The consensus also addressed the management of medication-related complications, proposing alternatives instead of discontinuation of treatment.
Conclusions
This consensus provides a comprehensive, cost-effective strategy for fracture prevention with an emphasis on shared decision-making and the incorporation of country-specific case management systems, such as fracture liaison services. It serves as a valuable guide for healthcare professionals in the Asia-Pacific region, contributing to the ongoing evolution of osteoporosis management.
8.Inter-observer and intra-observer reliability between manual segmentation and semi-automated segmentation for carotid vessel wall volume measurements on three-dimensional ultrasonography
Chun Wai CHAN ; Sze Chai Christy CHOW ; Man Hei KWOK ; Ka Ching Tiffany NGAN ; Tsun Hei OR ; Simon Takadiyi GUNDA ; Michael YING
Ultrasonography 2023;42(2):214-226
Purpose:
Carotid vessel wall volume (VWV) measurement on three-dimensional ultrasonography (3DUS) outperforms conventional two-dimensional ultrasonography for carotid atherosclerosis evaluation. Although time-saving semi-automated algorithms have been introduced, their clinical availability remains limited due to a lack of validation, particularly an extensive reliability analysis. This study compared inter-observer and intra-observer reliability between manual segmentation and semi-automated segmentation for carotid VWV measurements on 3DUS.
Methods:
Thirty-one 3DUS volume datasets were prospectively acquired from 20 healthy subjects, aged >18 years, without previous stroke, transient ischemic attack, or cardiovascular disease. Five observers segmented all volume datasets both manually and semi-automatically. The process was repeated five times. Reliability was expressed by the intraclass correlation coefficient, supplemented by the coefficient of variation.
Results:
Carotid VWV measurements using the common carotid artery (CCA) were more reliable than those using the internal carotid artery (ICA) or external carotid artery (ECA) for both manual and semiautomated segmentation (manual segmentation, CCA: inter-observer, 0.935; intra-observer, 0.934 to 0.966; ICA: inter-observer, 0.784; intra-observer, 0.756 to 0.878; ECA: inter-observer, 0.732; intraobserver, 0.919 to 0.962; semi-automated segmentation, CCA: inter-observer, 0.986; intra-observer, 0.954 to 0.993; ICA: inter-observer, 0.977; intra-observer, 0.958 to 0.978; ECA: inter-observer, 0.966; intra-observer, 0.884 to 0.937). Total carotid VWV measurements by manual (inter-observer, 0.922; intra-observer, 0.927 to 0.961) and semi-automated segmentation (inter-observer, 0.987; intra-observer, 0.968 to 0.989) were highly reliable. Semi-automated segmentation showed higher reliability than manual segmentation for both individual and total carotid VWV measurements.
Conclusion
3DUS carotid VWV measurements of the CCA are more reliable than measurements of the ICA and ECA. Total carotid VWV measurements are highly reliable. Semi-automated segmentation has higher reliability than manual segmentation.
9.Medium-term mortality after hip fractures and COVID-19: A prospective multi-centre UK study.
Gareth CHAN ; Ashish NARANG ; Arash AFRAMIAN ; Zaid ALI ; Joseph BRIDGEMAN ; Alastair CARR ; Laura CHAPMAN ; Henry GOODIER ; Catrin MORGAN ; Chang PARK ; Sarah SEXTON ; Kapil SUGAND ; Thomas WALTON ; Michael WILSON ; Ajay BELGAUMKAR ; Kieran GALLAGHER ; Koushik GHOSH ; Charles GIBBONS ; Joshua JACOB ; Andrew KEIGHTLEY ; Zuhair NAWAZ ; Khaled SARRAF ; Christopher WAKELING ; William KIEFFER ; Benedict ROGERS
Chinese Journal of Traumatology 2022;25(3):161-165
PURPOSE:
The COVID-19 pandemic has caused 1.4 million deaths globally and is associated with a 3-4 times increase in 30-day mortality after a fragility hip fracture with concurrent COVID-19 infection. Typically, death from COVID-19 infection occurs between 15 and 22 days after the onset of symptoms, but this period can extend up to 8 weeks. This study aimed to assess the impact of concurrent COVID-19 infection on 120-day mortality after a fragility hip fracture.
METHODS:
A multi-centre prospective study across 10 hospitals treating 8% of the annual burden of hip fractures in England between 1st March and 30th April, 2020 was performed. Patients whose surgical treatment was payable through the National Health Service Best Practice Tariff mechanism for "fragility hip fractures" were included in the study. Patients' 120-day mortality was assessed relative to their peri-operative COVID-19 status. Statistical analysis was performed using SPSS version 27.
RESULTS:
A total of 746 patients were included in this study, of which 87 (11.7%) were COVID-19 positive. Mortality rates at 30- and 120-day were significantly higher for COVID-19 positive patients relative to COVID-19 negative patients (p < 0.001). However, mortality rates between 31 and 120-day were not significantly different (p = 0.107), 16.1% and 9.4% respectively for COVID-19 positive and negative patients, odds ratio 1.855 (95% CI 0.865-3.978).
CONCLUSION
Hip fracture patients with concurrent COVID-19 infection, provided that they are alive at day-31 after injury, have no significant difference in 120-day mortality. Despite the growing awareness and concern of "long-COVID" and its widespread prevalence, this does not appear to increase medium-term mortality rates after a hip fracture.
COVID-19
;
Hip Fractures/surgery*
;
Humans
;
Pandemics
;
Prospective Studies
;
Retrospective Studies
;
State Medicine
;
United Kingdom/epidemiology*
10.Consensus statement on Singapore integrated 24-hour activity guide for children and adolescents.
Benny Kai Guo LOO ; Benedict TAN ; Michael Yong Hwa CHIA ; Poh Chong CHAN ; Dinesh SIRISENA ; Mohammad Ashik ZAINUDDIN ; Jean Yin OH ; Oon Hoe TEOH ; Teresa Shu Zhen TAN ; Micheal Chee Meng LIM ; Ethel Jie Kai LIM ; Falk MÜLLER-RIEMENSCHNEIDER ; Ngiap Chuan TAN ; Ratnaporn SIRIAMORNSARP ; Terry Chin Chye TEO ; Phaik Ling QUAH ; Victor Samuel RAJADURAI ; Kok Hian TAN ; Kee Chong NG
Annals of the Academy of Medicine, Singapore 2022;51(5):292-299
INTRODUCTION:
Lifestyle activities, such as regular physical activity, are important for good metabolic health and the prevention of non-communicable diseases. Epidemiological studies highlight an increase in the proportion of overweight children in Singapore. A workgroup was formed to develop recommendations to encourage children and adolescents (aged 7-17 years) to adopt a holistic approach towards integrating beneficial activities within a daily 24-hour period for good metabolic and general health.
METHODS:
The Grading of Recommendations Assessment, Development and Evaluation (GRADE) Evidence to Decision framework was employed to formulate the public health question, assess the evidence and draw conclusions for the guide. The evidence for international 24-hour movement guidelines, and guidelines for physical activity, sedentary behaviour, and sleep and eating habits were reviewed. An update of the literature review from August 2018 to end of September 2020 was conducted through an electronic search of Medline and Cumulative Index to Nursing and Allied Health Literature (CINAHL) databases.
RESULTS:
Ten consensus statements were developed. The statements focused on the overall aim of achieving good metabolic health through integration of these activities and initiatives: light and moderate- to vigorous-intensity physical activity on a regular basis; muscle- and bone-strengthening activities; limiting sedentary behaviour; regular and adequate sleep; good eating habits and choosing nutritionally balanced foods and drinks; practise safety in exercise; and aiming to achieve more or all aforementioned recommendations for the best results.
CONCLUSION
This set of recommendations provides guidance to encourage Singapore children and adolescents to adopt health-beneficial activities within a 24-hour period.
Adolescent
;
Child
;
Exercise
;
Humans
;
Public Health
;
Sedentary Behavior
;
Singapore
;
Sleep

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