Using our NYU/JHU-EDA classification methodology, the proportion of nonemergent visits was 34% for the 2009-2013 period and 36% in “reserved” 2014 validation data (eAppendix Table 3).

We assessed the association of emergent classification of an ED visit based on the New York University ED Algorithm ... ED Visits Using the EDA We applied the EDA to the NHAMCS data to categorize ...

Classification can be applied to anything from casual documents and detailed narratives to complex source code, audio files, images and videos (using OCR algorithms). Flow’s use of LLMs in data ...

Dermatologists typically classify skin lesions based on multiple data sources. Algorithms that fuse the information together can support this classification ... algorithms by using an improved ...