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Daniel Shu Wei Ting

Stanford University (per OpenAlex) · ORCID · OpenAlex

12 papers in scope · 11 published · 1 on the econ.EM arXiv · 517 citations · h-index 10 (over the papers listed here)

Papers

(1 of 12)

A comparative study of an on premise AutoML solution for medical image classification
published2024 · Scientific Reports · 17 citations
with Kabilan Elangovan, Gilbert Lim
Scientific Reports
On the Limits of Regression Adjustment
working paper2023 · arXiv
with Kenneth E. Hung
Paper profile arXiv arXiv:2311.17858
Explainable artificial intelligence in ophthalmology
published2023 · Current Opinion in Ophthalmology · 19 citations
with Ting Fang Tan, Peilun Dai, Xiaoman Zhang, Liyuan Jin, Stanley Poh, D. C. Hong, Joshua Lim, Gilbert Lim, Zhen Ling Teo, Nan Liu
Current Opinion in Ophthalmology
A universal AutoScore framework to develop interpretable scoring systems for predicting common types of clinical outcomes
published2023 · STAR Protocols · 21 citations
with Feng Xie, Yilin Ning, Mingxuan Liu, Siqi Li, Seyed Ehsan Saffari, Han Yuan, Victor Volovici, Benjamin A. Goldstein, Marcus Eng Hock Ong, R. S. Vaughan, Bibhas Chakraborty, Nan Liu, …
STAR Protocols
Shapley variable importance cloud for interpretable machine learning
published2022 · Patterns · 121 citations · first circulated 2021
with Yilin Ning, Marcus Eng Hock Ong, Bibhas Chakraborty, Benjamin A. Goldstein, R. S. Vaughan, Nan Liu
Patterns
Coronavirus disease 2019 (COVID-19): an evidence map of medical literature
published2020 · BMC Medical Research Methodology · 84 citations
with Nan Liu, Marcel Lucas Chee, Chenglin Niu, Pin Pin Pek, Fahad Javaid Siddiqui, John Pastor Ansah, David B. Matchar, Sean Shao Wei Lam, Hairil Rizal Abdullah, Angelique Chan, Rahul Malhotra, Nicholas Graves, …
BMC Medical Research Methodology
Systemic hypertension associated retinal microvascular changes can be detected with optical coherence tomography angiography
published2020 · Scientific Reports · 95 citations
with Christopher Sun, Carlo S. Ladores, Jimmy Hong, Duc Quang Nguyen, Jacqueline Chua, Leopold Schmetterer, Tien Yin Wong, Ching-Yu Cheng, Anna C. S. Tan
Scientific Reports
Blockchain: chaining digital health to a new era
published2020 · Annals of Translational Medicine · 6 citations
with Dongyuan Yun, Wenben Chen, Xiaohang Wu, Haotian Lin
Annals of Translational Medicine
25-years Trends and Risk factors related to Surgical Outcomes of Giant Retinal Tear-Rhegmatogenous Retinal Detachments
published2020 · Scientific Reports · 25 citations
with Valencia Hui Xian Foo, Tien-En Tan, Nicole Ming Sie, Chee Wai Wong, Andrew Tsai, Gavin Tan, Laurence Shen Lim, Ian Yeo, Doric W. K. Wong, Sze Guan Ong, Edmund Y. M. Wong, Chong Lye Ang, …
Scientific Reports
Global Assessment of Retinal Arteriolar, Venular and Capillary Microcirculations Using Fundus Photographs and Optical Coherence Tomography Angiography in Diabetic Retinopathy
published2019 · Scientific Reports · 47 citations
with Tien-En Tan, Quang D. Nguyen, Jacqueline Chua, Leopold Schmetterer, Gavin Siew Wei Tan, Chee Wai Wong, Andrew Tsai, Gemmy Chui Ming Cheung, Tien Yin Wong
Scientific Reports
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
published2019 · Proceedings of the AAAI Conference on Artificial Intelligence · 32 citations
with Gilbert Lim, Zhan Wei Lim, Dejiang Xu, Tien Yin Wong, Mong Li Lee, Wynne Hsu
Proceedings of the AAAI Conference on Artificial Intelligence
Choroidal Remodeling in Age-related Macular Degeneration and Polypoidal Choroidal Vasculopathy: A 12-month Prospective Study
published2017 · Scientific Reports · 50 citations
with Yasuo Yanagi, Rupesh Agrawal, Hwei Yee Teo, Sophia Seen, Ian Yeo, Ranjana Mathur, Choi Mun Chan, Shu Yen Lee, Edmund Yick Mun Wong, Doric Wong, Tien Yin Wong, Chui Ming Gemmy Cheung, …
Scientific Reports

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.