Yoni Halpern

Learning a Health Knowledge Graph from Electronic Medical Records

Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat et al. · Scientific Reports · 2017 · 412 citations · Full text

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

Steven Horng, David Sontag, Yoni Halpern et al. · PLoS ONE · 2017 · 304 citations · Full text

No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Shreya Shankar, Yoni Halpern, Eric Breck et al. · arXiv (Cornell University) · 2017 · 175 citations · Full text

Assessing Geodiversity Issues, Engineering, Machine Learning +21

Electronic medical record phenotyping using the anchor and learn framework

Yoni Halpern, Steven Horng, Youngduck Choi et al. · Journal of the American Medical Informatics Association · 2016 · 170 citations · Full text

A Practical Algorithm for Topic Modeling with Provable Guarantees

Sanjeev Arora, Rong Ge, Yoni Halpern et al. · arXiv (Cornell University) · 2012 · 161 citations · Full text

Natural Language Processing, Probabilistic Ontology, Latent Modeling +14