Search Results for author: Catherine A. Hogan

Found 1 papers, 1 papers with code

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning

1 code implementation23 Jan 2019 Chi-Sing Ho, Neal Jean, Catherine A. Hogan, Lena Blackmon, Stefanie S. Jeffrey, Mark Holodniy, Niaz Banaei, Amr A. E. Saleh, Stefano Ermon, Jennifer Dionne

By amassing the largest known dataset of bacterial Raman spectra, we are able to apply state-of-the-art deep learning approaches to identify 30 of the most common bacterial pathogens from noisy Raman spectra, achieving antibiotic treatment identification accuracies of 99. 0$\pm$0. 1%.

Cultural Vocal Bursts Intensity Prediction

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