Latest

• Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces
• PhD Thesis: Learning Representations of Text through Language and Discourse Modeling: From Characters to Sentences
• Contextual Autocomplete: A Novel User Interface Using Machine Learning to Improve Ontology Usage and Structured Data Capture for Presenting Problems in the Emergency Department
• Creating an Automated Trigger for Sepsis Clinical Decision Support at Emergency Department Triage using Machine Learning
• Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
• Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation
• Character-Aware Neural Language Models
• A Fast Variational Approach for Learning Markov Random Field Language Models
• Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests
• Predicting Chief Complaints at Triage Time in the Emergency Department