Search Results for author: Kelly McNear

Found 2 papers, 2 papers with code

Enhancing Open-World Bacterial Raman Spectra Identification by Feature Regularization for Improved Resilience against Unknown Classes

1 code implementation19 Oct 2023 Yaroslav Balytskyi, Nataliia Kalashnyk, Inna Hubenko, Alina Balytska, Kelly McNear

The combination of Deep Learning techniques and Raman spectroscopy shows great potential offering precise and prompt identification of pathogenic bacteria in clinical settings.

Raman spectroscopy in open world learning settings using the Objectosphere approach

1 code implementation11 Nov 2021 Yaroslav Balytskyi, Justin Bendesky, Tristan Paul, Guy Hagen, Kelly McNear

Raman spectroscopy in combination with machine learning has significant promise for applications in clinical settings as a rapid, sensitive, and label-free identification method.

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