Deep learning neural network -guided detection of asbestos bodies in bronchoalveolar lavage samples.

Antti J Hakkarainen, Reija Randen-Brady,Henrik Wolff,Mikko I Mäyränpää,Antti Sajantila

Acta cytologica（2023）

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摘要

Our results indicate that deep learning neural network technology offers promising diagnostic tools for routine assessment of bronchoalveolar lavage samples. However, at this stage, a human expert is required to confirm the findings.

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关键词

asbestos, asbestos bodies, bronchoalveolar lavage, deep learning, neural network, virtual microscopy

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