Yoni Halpern
Google (United States)(US)
Publications by Year
Research Areas
Topic Modeling, Electronic Health Records Systems, Bayesian Modeling and Causal Inference, Biomedical Text Mining and Ontologies, Nursing Diagnosis and Documentation
Most-Cited Works
- → Learning a Health Knowledge Graph from Electronic Medical Records(2017)416 cited
- → Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning(2017)311 cited
- → No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World(2017)175 cited
- → Electronic medical record phenotyping using the anchor and learn framework(2016)173 cited
- → A Practical Algorithm for Topic Modeling with Provable Guarantees(2012)161 cited
- → Fairness is not static(2020)156 cited
- → The UTIAS multi-robot cooperative localization and mapping dataset(2011)110 cited
- Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data network.(2017)
- Using Anchors to Estimate Clinical State without Labeled Data.(2014)
- → Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces(2019)34 cited