Search Results - "Ching-Yu Cheng"

Logistic regression was as good as machine learning for predicting major chronic diseases by Nusinovici, Simon, Tham, Yih Chung, Chak Yan, Marco Yu, Wei Ting, Daniel Shu, Li, Jialiang, Sabanayagam, Charumathi, Wong, Tien Yin, Cheng, Ching-Yu

“…To evaluate the performance of machine learning (ML) algorithms and to compare them with logistic regression for the prediction of risk of cardiovascular…”
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The potential chemical structure of anti‐SARS‐CoV‐2 RNA‐dependent RNA polymerase by Lung, Jrhau, Lin, Yu‐Shih, Yang, Yao‐Hsu, Chou, Yu‐Lun, Shu, Li‐Hsin, Cheng, Yu‐Ching, Liu, Hung Te, Wu, Ching‐Yuan

“…An outbreak of coronavirus disease 2019 (COVID‐19) occurred in Wuhan and it has rapidly spread to almost all parts of the world. For coronaviruses,…”
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Global prevalence of age-related macular degeneration and disease burden projection for 2020 and 2040: a systematic review and meta-analysis by Wong, Wan Ling, MBiostat, Su, Xinyi, MD, Li, Xiang, BSc, Cheung, Chui Ming G, MD, Klein, Ronald, MD, Cheng, Ching-Yu, Dr, Wong, Tien Yin, Prof

“…Summary Background Numerous population-based studies of age-related macular degeneration have been reported around the world, with the results of some studies…”
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Choroidal vascularity index as a measure of vascular status of the choroid: Measurements in healthy eyes from a population-based study by Agrawal, Rupesh, Gupta, Preeti, Tan, Kara-Anne, Cheung, Chui Ming Gemmy, Wong, Tien-Yin, Cheng, Ching-Yu

“…The vascularity of the choroid has been implicated in the pathogenesis of various eye diseases. To date, no established quantifiable parameters to estimate…”
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State of science: Choroidal thickness and systemic health by Tan, Kara-Anne, MBBS, Gupta, Preeti, MOpt, Agarwal, Aniruddha, MD, Chhablani, Jay, MS, Cheng, Ching-Yu, PhD, Keane, Pearse A., FRCOphth, Agrawal, Rupesh, FRCS

“…Abstract The choroid is a highly vascular structure; therefore, a wide range of systemic conditions can affect it. Conversely, choroid health may also give us…”
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Tobacco-Product Use by Adults and Youths in the United States in 2013 and 2014 by Kasza, Karin A, Ambrose, Bridget K, Conway, Kevin P, Borek, Nicolette, Taylor, Kristie, Goniewicz, Maciej L, Cummings, K. Michael, Sharma, Eva, Pearson, Jennifer L, Green, Victoria R, Kaufman, Annette R, Bansal-Travers, Maansi, Travers, Mark J, Kwan, Jonathan, Tworek, Cindy, Cheng, Yu-Ching, Yang, Ling, Pharris-Ciurej, Nikolas, van Bemmel, Dana M, Backinger, Cathy L, Compton, Wilson M, Hyland, Andrew J

“…According to a 2013–2014 survey of nearly 46,000 U.S. adults and youths, 28% of adults were current users of tobacco and 9% of youths had used tobacco in the…”
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Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening by Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Wong, D. W. K., Ngan-Meng Tan, Dacheng Tao, Ching-Yu Cheng, Tin Aung, Tien Yin Wong

“…Glaucoma is a chronic eye disease that leads to vision loss. As it cannot be cured, detecting the disease in time is important. Current tests using intraocular…”
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Incidence and progression of diabetic retinopathy: a systematic review by Sabanayagam, Charumathi, Banu, Riswana, Chee, Miao Li, Lee, Ryan, Wang, Ya Xing, Tan, Gavin, Jonas, Jost B, Lamoureux, Ecosse L, Cheng, Ching-Yu, Klein, Barbara E K, Mitchell, Paul, Klein, Ronald, Cheung, C M Gemmy, Wong, Tien Y

“…Diabetic retinopathy is a leading cause of vision impairment and blindness. We systematically reviewed studies published from Jan 1, 1980, to Jan 7, 2018,…”
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Age of onset of myopia predicts risk of high myopia in later childhood in myopic Singapore children by Chua, Sharon Y. L., Sabanayagam, Charumathi, Cheung, Yin-Bun, Chia, Audrey, Valenzuela, Robert K., Tan, Donald, Wong, Tien-Yin, Cheng, Ching-Yu, Saw, Seang-Mei

“…Purpose To investigate the effect of age of myopia onset on the severity of myopia later in life among myopic children. Methods In this prospective study,…”
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New digital models of care in ophthalmology, during and beyond the COVID-19 pandemic by Tham, Yih-Chung, Husain, Rahat, Teo, Kelvin Yi Chong, Tan, Anna Cheng Sim, Chew, Annabel Chee Yen, Ting, Daniel S, Cheng, Ching-Yu, Tan, Gavin Siew Wei, Wong, Tien Yin

“…COVID-19 has led to massive disruptions in societal, economic and healthcare systems globally. While COVID-19 has sparked a surge and expansion of new digital…”
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Retinal photograph-based deep learning predicts biological age, and stratifies morbidity and mortality risk by Nusinovici, Simon, Rim, Tyler Hyungtaek, Yu, Marco, Lee, Geunyoung, Tham, Yih-Chung, Cheung, Ning, Chong, Crystal Chun Yuen, Da Soh, Zhi, Thakur, Sahil, Lee, Chan Joo, Sabanayagam, Charumathi, Lee, Byoung Kwon, Park, Sungha, Kim, Sung Soo, Kim, Hyeon Chang, Wong, Tien-Yin, Cheng, Ching-Yu

“…ageing is an important risk factor for a variety of human pathologies. Biological age (BA) may better capture ageing-related physiological changes compared…”
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Iris and its relevance to angle closure disease: a review by Soh, Zhi Da, Thakur, Sahil, Majithia, Shivani, Nongpiur, Monisha Esther, Cheng, Ching-Yu

“…Glaucoma is a leading cause of irreversible visual impairment, and primary angle closure glaucoma (PACG) affects Asians disproportionately. Whereas advances in…”
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Effects of a smartphone-based videoconferencing program for older nursing home residents on depression, loneliness, and quality of life: a quasi-experimental study by Tsai, Hsiu-Hsin, Cheng, Ching-Yu, Shieh, Wann-Yun, Chang, Yue-Cune

“…Smartphones can optimize the opportunities for interactions between nursing home residents and their families. However, the effectiveness of smartphone-based…”
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Statistical inference for decision curve analysis, with applications to cataract diagnosis by Sande, Sumaiya Z., Li, Jialiang, D'Agostino, Ralph, Yin Wong, Tien, Cheng, Ching‐Yu

“…Statistical learning methods are widely used in medical literature for the purpose of diagnosis or prediction. Conventional accuracy assessment via…”
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Patterns and Risk Factor Profiles of Visual Loss in a Multiethnic Asian Population: The Singapore Epidemiology of Eye Diseases Study by Wong, Tien Y., Tham, Yih-Chung, Sabanayagam, Charumathi, Cheng, Ching-Yu

“…To describe the pattern and risk factor traits associated with visual loss (defined as either visual impairment [VI] or blindness) in a multiethnic Asian…”
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Hypertension, blood pressure control and diabetic retinopathy in a large population-based study by Liu, Lei, Quang, Nguyen Duc, Banu, Riswana, Kumar, Himeesh, Tham, Yih-Chung, Cheng, Ching-Yu, Wong, Tien Yin, Sabanayagam, Charumathi

“…Clinical trials have shown beneficial effects of blood pressure (BP) control in reducing the risk of diabetic retinopathy (DR). However, association between BP…”
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Anatomical compensation of retinal nerve fiber layer improves the detection of glaucoma between ethnicities by Chua, Jacqueline, Li, Chi, Wong, Damon W. K., Chong, Rachel S., Husain, Rahat, Wong, Tina T., Vass, Clemens, Cheng, Ching‐Yu, Aung, Tin, Schmetterer, Leopold

“…The study aimed to evaluate the impact of compensating retinal nerve fiber layer (RNFL) thickness for demographic and anatomical factors on glaucoma detection…”
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Prevalence, Risk Factors, and Impact of Myopic Macular Degeneration on Visual Impairment and Functioning Among Adults in Singapore by Wong, Yee-Ling, Sabanayagam, Charumathi, Ding, Yang, Wong, Chee-Wai, Yeo, Anna Chwee-Hong, Cheung, Yin-Bun, Cheung, Gemmy, Chia, Audrey, Ohno-Matsui, Kyoko, Wong, Tien-Yin, Wang, Jie Jin, Cheng, Ching-Yu, Hoang, Quan V, Lamoureux, Ecosse, Saw, Seang-Mei

“…To determine the prevalence, risk factors, and impact of myopic macular degeneration (MMD) on visual impairment and functioning among adults in Singapore. A…”
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Characterization of Choroidal Morphologic and Vascular Features in Young Men With High Myopia Using Spectral-Domain Optical Coherence Tomography by Gupta, Preeti, Thakku, Sri Gowtham, Saw, Seang-Mei, Tan, Mellisa, Lim, Edmund, Tan, Marcus, Cheung, Chui Ming Gemmy, Wong, Tien-Yin, Cheng, Ching-Yu

“…To describe detailed morphologic and vascular features of the choroid in eyes with high myopia. Cross-sectional study. A total of 515 eyes of young men (mean…”
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Development and External Validation of Machine Learning Models for Diabetic Microvascular Complications: Cross-Sectional Study With Metabolites by He, Feng, Ng Yin Ling, Clarissa, Nusinovici, Simon, Cheng, Ching-Yu, Wong, Tien Yin, Li, Jialiang, Sabanayagam, Charumathi

“…Diabetic kidney disease (DKD) and diabetic retinopathy (DR) are major diabetic microvascular complications, contributing significantly to morbidity,…”
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