Mong Li Lee

Most-cited papers

Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study.
V. Bellemo, Z. Lim, Gilbert Lim, Q. Nguyen +16 more
2019The Lancet Digital Health334 citations Open access
Semantic Scholar
Artificial Intelligence Screening for Diabetic Retinopathy: the Real-World Emerging Application
V. Bellemo, Gilbert Lim, T. Rim, G. Tan +7 more
2019Current Diabetes Reports162 citations
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Integrated Optic Disc and Cup Segmentation with Deep Learning
Gilbert Lim, Yuan Cheng, W. Hsu, Mong Li Lee
2015IEEE International Conference on Tools with Artificial Intelligence104 citations
Semantic Scholar
Towards Maximizing the Representation Gap between In-Domain \& Out-of-Distribution Examples
Jay Nandy, W. Hsu, Mong Li Lee
2020Neural Information Processing Systems80 citations
Semantic Scholar
Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study
D. Ting, C. Cheung, Q. Nguyen, C. Sabanayagam +13 more
2019npj Digital Medicine78 citations Open access
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Personalizing Medication Recommendation with a Graph-Based Approach
Suman Bhoi, Mong Li Lee, W. Hsu, Hao Sen Andrew Fang +1 more
2021ACM Trans. Inf. Syst.77 citations Open access
Semantic Scholar
Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation
Alex Foo, W. Hsu, Mong Li Lee, Gilbert Lim +1 more
2020AAAI Conference on Artificial Intelligence66 citations Open access
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Targeted Influence Maximization in Social Networks
Chonggang Song, W. Hsu, Mong Li Lee
2016International Conference on Information and Knowledge Management64 citations
Semantic Scholar
Temporal Influence Blocking: Minimizing the Effect of Misinformation in Social Networks
Chonggang Song, W. Hsu, Mong Li Lee
2017IEEE International Conference on Data Engineering56 citations
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Comparison of Common Retinal Vessel Caliber Measurement Software and a Conversion Algorithm
Wan-Fen Yip, Y. Tham, W. Hsu, Mong Li Lee +5 more
2016Translational Vision Science & Technology56 citations Open access
Semantic Scholar
Improving Evidence Retrieval for Automated Explainable Fact-Checking
Chris Samarinas, W. Hsu, Mong Li Lee
2021North American Chapter of the Association for Computational Linguistics49 citations Open access
Semantic Scholar
Predicting Stances in Twitter Conversations for Detecting Veracity of Rumors: A Neural Approach
Lahari Poddar, W. Hsu, Mong Li Lee, Shruti Subramaniyam
2018IEEE International Conference on Tools with Artificial Intelligence44 citations
Semantic Scholar
Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
M. Yip, Gilbert Lim, Z. Lim, Q. Nguyen +15 more
2020npj Digital Medicine43 citations Open access
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Mitigating Misinformation in Online Social Network with Top-k Debunkers and Evolving User Opinions
A. Saxena, W. Hsu, Mong Li Lee, Hai Leong Chieu +2 more
2020The Web Conference36 citations Open access
Semantic Scholar
Deep-learning retinal vessel calibre measurements and risk of cognitive decline and dementia.
C. Cheung, Win Lee Edwin Wong, S. Hilal, C. Kan +10 more
2022Brain Communications35 citations Open access
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Comprehensible Convolutional Neural Networks via Guided Concept Learning
Sandareka Wickramanayake, W. Hsu, Mong Li Lee
2021IEEE International Joint Conference on Neural Network32 citations Open access
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Node Immunization over Infectious Period
Chonggang Song, W. Hsu, Mong Li Lee
2015International Conference on Information and Knowledge Management31 citations
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Patient similarity analytics for explainable clinical risk prediction
Hao Sen Andrew Fang, N. Tan, W. Tan, R. W. Oei +2 more
2021BMC Medical Informatics and Decision Making29 citations Open access
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Generative Data Augmentation for Diabetic Retinopathy Classification
Gilbert Lim, P. Thombre, Mong Li Lee, W. Hsu
2020IEEE International Conference on Tools with Artificial Intelligence29 citations
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Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study
Gilbert Lim, Z. Lim, Dejiang Xu, D. Ting +3 more
2019AAAI Conference on Artificial Intelligence29 citations Open access
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Linking Temporal Records for Profiling Entities
Furong Li, Mong Li Lee, W. Hsu, W. Tan
2015SIGMOD Conference29 citations
Semantic Scholar
The effect of oral diabetes medications on glycated haemoglobin (HbA1c) in Asians in primary care: a retrospective cohort real-world data study
Hao Sen Andrew Fang, Qiao Gao, W. Tan, Mong Li Lee +2 more
2022BMC Medicine24 citations Open access
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Building Trust in Deep Learning System towards Automated Disease Detection
Z. Lim, Mong Li Lee, W. Hsu, T. Wong
2019AAAI Conference on Artificial Intelligence23 citations Open access
Semantic Scholar
Entity profiling with varying source reliabilities
Furong Li, Mong Li Lee, W. Hsu
2014Knowledge Discovery and Data Mining22 citations
Semantic Scholar
Answering Keyword Queries involving Aggregates and GROUPBY on Relational Databases
Zhong Zeng, Mong Li Lee, Tok-Wang Ling
2016International Conference on Extending Database Technology21 citations
Semantic Scholar
iFACT: An Interactive Framework to Assess Claims from Tweets
Wee-Yong Lim, Mong Li Lee, W. Hsu
2017International Conference on Information and Knowledge Management20 citations
Semantic Scholar
FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions
Sandareka Wickramanayake, W. Hsu, Mong Li Lee
2019AAAI Conference on Artificial Intelligence19 citations Open access
Semantic Scholar
ExpressQ: Identifying Keyword Context and Search Target in Relational Keyword Queries
Zhong Zeng, Z. Bao, T. Le, Mong Li Lee +1 more
2014International Conference on Information and Knowledge Management19 citations
Semantic Scholar
Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews
Lahari Poddar, W. Hsu, Mong Li Lee
2017Conference on Empirical Methods in Natural Language Processing18 citations Open access
Semantic Scholar
The Singapore Eye Vessel Assessment System
Q. Lau, Mong Li Lee, W. Hsu, T. Wong
201417 citations
Semantic Scholar
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images
Evelyn Chee, Mong Li Lee, W. Hsu
2023AAAI Conference on Artificial Intelligence16 citations Open access
Semantic Scholar
Diabetes medication recommendation system using patient similarity analytics
W. Tan, Qiao Gao, R. W. Oei, W. Hsu +2 more
2022Scientific Reports16 citations Open access
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Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore
A. Hardjojo, A. Gunachandran, L. Pang, Mohammed Ridzwan Bin Abdullah +11 more
2018JMIR Medical Informatics15 citations Open access
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Using Domain Knowledge and Data-Driven Insights for Patient Similarity Analytics
R. W. Oei, Hao Sen Andrew Fang, W. Tan, W. Hsu +2 more
2021Journal of Personalized Medicine14 citations Open access
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PREMIER: Personalized REcommendation for Medical prescrIptions from Electronic Records
Suman Bhoi, Mong Li Lee, W. Hsu
2020arXiv.org14 citations
Semantic Scholar
Latent Retrieval for Large-Scale Fact-Checking and Question Answering with NLI training
Chris Samarinas, W. Hsu, Mong Li Lee
2020IEEE International Conference on Tools with Artificial Intelligence13 citations
Semantic Scholar
An Incremental Feature Extraction Framework for Referable Diabetic Retinopathy Detection
Jay Nandy, W. Hsu, Mong Li Lee
2016IEEE International Conference on Tools with Artificial Intelligence13 citations
Semantic Scholar
Mining Brokers in Dynamic Social Networks
Chonggang Song, W. Hsu, Mong Li Lee
2015International Conference on Information and Knowledge Management13 citations
Semantic Scholar
Incorporating External Knowledge for Evidence-based Fact Verification
Anab Maulana Barik, W. Hsu, Mong Li Lee
2022The Web Conference12 citations Open access
Semantic Scholar
Approximate Manifold Defense Against Multiple Adversarial Perturbations
Jay Nandy, W. Hsu, Mong Li Lee
2020IEEE International Joint Conference on Neural Network12 citations Open access
Semantic Scholar
Artificial Intelligence Using Deep Learning to Screen for Referable and Vision-Threatening Diabetic Retinopathy in Africa
V. Bellemo, Z. Lim, Gilbert Lim, Q. Nguyen +16 more
2019Social Science Research Network12 citations
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Cost-Effectiveness Analysis of an Artificial Intelligence-Assisted Deep Learning System Implemented in the National Tele-Medicine Diabetic Retinopathy Screening in Singapore
Yuchen Xie, Q. Nguyen, V. Bellemo, M. Yip +12 more
201911 citations
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Risk of Normal Tension Glaucoma Progression using a Deep Learning-based Retinal Vessel Caliber Analysis: A Prospective Cohort Study.
Timothy P. H. Lin, Herbert Y.H. Hui, An-Ni Ling, Poemen P. Chan +10 more
2022American journal of ophthalmology-glaucoma10 citations
Semantic Scholar
Emotion-Aware Event Summarization in Microblogs
Rrubaa Panchendrarajan, W. Hsu, Mong Li Lee
2021The Web Conference8 citations Open access
Semantic Scholar
ClaimFinder: A Framework for Identifying Claims in Microblogs
Wee-Yong Lim, Mong Li Lee, W. Hsu
2016Workshop on Making Sense of Microposts8 citations
Semantic Scholar
Towards An Interactive Keyword Search over Relational Databases
Zhong Zeng, Z. Bao, Mong Li Lee, Tok-Wang Ling
2015The Web Conference7 citations
Semantic Scholar
DP-GAT: A Framework for Image-based Disease Progression Prediction
Alex Foo, W. Hsu, Mong Li Lee, G. Tan
2022Knowledge Discovery and Data Mining6 citations Open access
Semantic Scholar
LDL-cholesterol change and goal attainment following statin intensity titration among Asians in primary care: a retrospective cohort study
Hao Sen Andrew Fang, Qiao Gao, Mong Li Lee, W. Hsu +1 more
2021Lipids in Health and Disease6 citations Open access
Semantic Scholar
Adversarially Trained Models with Test-Time Covariate Shift Adaptation
Jay Nandy, Sudipan Saha, W. Hsu, Mong Li Lee +1 more
20216 citations
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Propagation Mechanism for Deep and Wide Neural Networks
Dejiang Xu, Mong Li Lee, W. Hsu
2019Computer Vision and Pattern Recognition6 citations
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