Doudou Zhou
National University of Singapore(SG)
Publications by Year
Research Areas
Machine Learning in Healthcare, Biomedical Text Mining and Ontologies, Topic Modeling, Statistical Methods and Inference, Advanced Causal Inference Techniques
Most-Cited Works
- → Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data(2021)57 cited
- → sureLDA: A multidisease automated phenotyping method for the electronic health record(2020)40 cited
- → Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization(2022)32 cited
- → Double/debiased machine learning for logistic partially linear model(2021)23 cited
- → Multimodal representation learning for predicting molecule–disease relations(2023)21 cited
- → Knowledge-Driven Online Multimodal Automated Phenotyping System(2023)15 cited
- → Federated Offline Reinforcement Learning(2024)14 cited
- → Short term forecast of wind power generation based on SVM with pattern matching(2016)13 cited
- → Efficient and Bio‐inspired Conversion of Cellulose to Formic Acid Catalyzed by Metalloporphyrins in Alkaline Solution(2017)12 cited
- → Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment(2023)9 cited