Hossein Soleimani

Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis

Roy J. Adams, Katharine E. Henry, Anirudh Sridharan et al. · Nature Medicine · 2022 · 271 citations · Full text

Health Informatics, Medicine, Predictive Analytics +13

Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing

Katharine E. Henry, Roy J. Adams, Cassandra Parent et al. · Nature Medicine · 2022 · 98 citations

Health Informatics, Warning System, Intelligent Diagnostics +14

ATD: Anomalous Topic Discovery in High Dimensional Discrete Data

Hossein Soleimani, David J. Miller · IEEE Transactions on Knowledge and Data Engineering · 2016 · 40 citations · Full text

Semi-supervised Multi-Label Topic Models for Document Classification and Sentence Labeling

Hossein Soleimani, David J. Miller · 2016 · 37 citations

Structured Prediction, Engineering, Machine Learning +23

Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions

Hossein Soleimani, Adarsh Subbaswamy, Suchi Saria · arXiv (Cornell University) · 2017 · 26 citations · Full text

Engineering, Model-based Reasoning, Treatment Effect +19