Machine Learning

A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record.

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A factored generalized additive model for clinical decision support in the operating room.

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Anesthesiology Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST) - Final Report

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Mining patient-specific and contextual data with machine learning technologies to predict cancellation of children's surgery.

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Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report

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Semi-Automated Identification of Biomedical Literature

Description: 

This research will develop and evaluate a semi-automatic approach to conducting literature searches for systematic reviews.

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Project Dates: 
September 30, 2019 to September 29, 2020

NLP to Improve Accuracy and Quality of Dictated Medical Documents - Final Report

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Exploration and initial development of text classification models to identify health information technology usability-related patient safety event reports.

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Optimal Methods for Notifying Clinicians About Epilepsy Surgery Patients - Final Report

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Health Information Technology in Heart Failure Care - Final Report

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