Cargando…

AI for radiographic COVID-19 detection selects shortcuts over signal

Artificial intelligence (AI) researchers and radiologists have recently reported AI systems that accurately detect COVID-19 in chest radiographs. However, the robustness of these systems remains unclear. Using state-of-the-art techniques in explainable AI, we demonstrate that recent deep learning sy...

Descripción completa

Detalles Bibliográficos
Autores principales: DeGrave, Alex J., Janizek, Joseph D., Lee, Su-In
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7523163/
https://www.ncbi.nlm.nih.gov/pubmed/32995822
http://dx.doi.org/10.1101/2020.09.13.20193565