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Author Details

Yilin Ning
Duke-NUS Medical School, National University of Singapore
2016
32
7
PMIDPaper TitleJournal TitlePublished Year
38019503Topical Atropine for Childhood Myopia Control: The Atropine Treatment Long-Term Assessment Study.JAMA Ophthalmol2024
36912424Identifying clinical features and blood biomarkers associated with mild cognitive impairment in Parkinson disease using machine learning.Eur J Neurol2023
38012816Explainable artificial intelligence in emergency medicine: an overview.Clin Exp Emerg Med2023
37709945A translational perspective towards clinical AI fairness.NPJ Digit Med2023
37660960FedScore: A privacy-preserving framework for federated scoring system development.J Biomed Inform2023
37639629Federated and distributed learning applications for electronic health records and structured medical data: a scoping review.J Am Med Inform Assoc2023
37178115A universal AutoScore framework to develop interpretable scoring systems for predicting common types of clinical outcomes.STAR Protoc2023
34826628AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival data.J Biomed Inform2022
35706500Development and validation of an interpretable prehospital return of spontaneous circulation (P-ROSC) score for patients with out-of-hospital cardiac arrest using machine learning: A retrospective study.EClinicalMedicine2022
35637431Estimating risk ratio from any standard epidemiological design by doubling the cases.BMC Med Res Methodol2022
35421602AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data.J Biomed Inform2022
36812536A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study.PLOS Digit Health2022
36333672AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes.BMC Med Res Methodol2022
35284804Development and validation of an interpretable machine learning scoring tool for estimating time to emergency readmissions.EClinicalMedicine2022
34974189Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies.J Biomed Inform2022
35198919Gender disparities among adult recipients of layperson bystander cardiopulmonary resuscitation by location of cardiac arrest in Pan-Asian communities: A registry-based study.EClinicalMedicine2022
34142017An open source tool to compute measures of inpatient glycemic control: translating from healthcare analytics research to clinical quality improvement.JAMIA Open2021
33568948A New Procedure to Assess When Estimates from the Cumulative Link Model Can Be Interpreted as Differences for Ordinal Scales in Quality of Life Studies.Clin Epidemiol2021
30943882Handling ties in continuous outcomes for confounder adjustment with rank-ordered logit and its application to ordinal outcomes.Stat Methods Med Res2020
32004497Associations between early-life screen viewing and 24 hour movement behaviours: findings from a longitudinal birth cohort study.Lancet Child Adolesc Health2020
33292816Evaluating the effectiveness of a multi-faceted inpatient diabetes management program among hospitalised patients with diabetes mellitus.Clin Diabetes Endocrinol2020
32505178Robust estimation of the effect of an exposure on the change in a continuous outcome.BMC Med Res Methodol2020
29278142A stratification approach using logit-based models for confounder adjustment in the study of continuous outcomes.Stat Methods Med Res2019
31357938Using marginal standardisation to estimate relative risk without dichotomising continuous outcomes.BMC Med Res Methodol2019
29309522Individual and Population Trajectories of Influenza Antibody Titers Over Multiple Seasons in a Tropical Country.Am J Epidemiol2018
30563536Quantifying temporal trends of age-standardized rates with odds.Popul Health Metr2018
30409342Feasibility of representing adherence to blood glucose monitoring through visualizations: A pilot survey study among healthcare workers.Int J Med Inform2018
28920130Reasons and Factors Behind Post-Total Knee Arthroplasty Dissatisfaction in an Asian Population.Ann Acad Med Singap2017
29028224Are global tuberculosis control targets overlooking an essential indicator? Prolonged delays to diagnosis despite high case detection rates in Yunnan, China.Health Policy Plan2017
28898713Longitudinal trends in HbA1c and associations with comorbidity and all-cause mortality in Asian patients with type 2 diabetes: A cohort study.Diabetes Res Clin Pract2017
27059020Utilizing distributional analytics and electronic records to assess timeliness of inpatient blood glucose monitoring in non-critical care wards.BMC Med Res Methodol2016
26935944Predicting Satisfaction for Unicompartmental Knee Arthroplasty Patients in an Asian Population.J Arthroplasty2016
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Collaborators

E-Shyong Tai
Co-authored papers 9
Chuan Hong
Harvard Medical School, USA Duke University
Co-authored papers 2
Marcus Eng Hock Ong
Programme in Health Services and Systems Research, Duke-NUS Medical School
Co-authored papers 1
Daniel Shu Wei Ting
Duke-NUS Medical School
Co-authored papers 1
Kee Yuan Ngiam
Yong Loo Lin School of Medicine, National University of Singapore
Co-authored papers 1
Zhen Ling Teo
Singapore Eye Research Institute
Co-authored papers 1
Narrendar RaviChandran
Singapore Eye Research Institute
Co-authored papers 1
Jie Xu
University of Florida
Co-authored papers 1
Mayli Mertens
Center for Ethics, University of Antwerp
Co-authored papers 1
Daniel S W Ting
Singapore Eye Research Institute
Co-authored papers 1
Rob M van Dam
Co-authored papers 1
Ting Fang Tan
Singapore Eye Research Institute
Co-authored papers 1
Fei Wang
Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute
Co-authored papers 1
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 1
Mengling Feng
Saw Swee Hock School of Public Health, National University of Singapore
Co-authored papers 1
Lionel Tim-Ee Cheng
Singapore General Hospital
Co-authored papers 1
Johan G Eriksson
Co-authored papers 1
Salinelat Teixayavong
Duke-NUS Medical School
Co-authored papers 1
Kee Seng Chia
Co-authored papers 1
Nan Liu
Duke-NUS Medical School
Co-authored papers 1
Jasmine Chiat Ling Ong
Department of Pharmacy, Singapore General Hospital
Co-authored papers 1
Wei Yen Lim
Co-authored papers 1
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