Convolutional Neural Network-Based Automatic Analysis of Chest Radiographs for the Detection of COVID-19 Pneumonia: A Prioritizing Tool in the Emergency Department, Phase I Study and Preliminary “Real Life” Results

The aim of our study is the development of an automatic tool for the prioritization of COVID-19 diagnostic workflow in the emergency department by analyzing chest X-rays (CXRs). The Convolutional Neural Network (CNN)-based method we propose has been tested retrospectively on a single-center set of 5...

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Detalles Bibliográficos
Autores principales: Tricarico, Davide, Calandri, Marco, Barba, Matteo, Piatti, Clara, Geninatti, Carlotta, Basile, Domenico, Gatti, Marco, Melis, Massimiliano, Veltri, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947382/
https://www.ncbi.nlm.nih.gov/pubmed/35328122
http://dx.doi.org/10.3390/diagnostics12030570

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