Search Results for author: Ethan Harvey

Found 2 papers, 1 papers with code

A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data

1 code implementation29 Nov 2023 Ethan Harvey, Wansu Chen, David M. Kent, Michael C. Hughes

Practitioners building classifiers often start with a smaller pilot dataset and plan to grow to larger data in the near future.

A Comparative Analysis of Machine Learning Models for Early Detection of Hospital-Acquired Infections

no code implementations15 Nov 2023 Ethan Harvey, Junzi Dong, Erina Ghosh, Ali Samadani

In this study, we focus on two models for the early detection of hospital-acquired infections (HAIs): 1) the Infection Risk Index (IRI) and 2) the Ventilator-Associated Pneumonia (VAP) prediction model.

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