Mohammad Taha Bahadori
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Time Series Analysis and Forecasting, Bayesian Modeling and Causal Inference, Biomedical Text Mining and Ontologies
Most-Cited Works
- → RETAIN: An Interpretable Predictive Model for Healthcare using Reverse\n Time Attention Mechanism(2016)841 cited
- → GRAM(2017)642 cited
- → Multi-layer Representation Learning for Medical Concepts(2016)459 cited
- → Deep Computational Phenotyping(2015)255 cited
- → Doctor AI: Predicting Clinical Events via Recurrent Neural Networks(2015)252 cited
- Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning(2014)
- → GRAM: Graph-based Attention Model for Healthcare Representation Learning(2016)99 cited
- → Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning(2018)62 cited
- → An Examination of Practical Granger Causality Inference(2013)49 cited