Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis

Abstract Deep learning-assisted digital pathology has demonstrated the potential to profoundly impact clinical practice, even surpassing human pathologists in performance. However, as deep neural network (DNN) architectures grow in size and complexity, their explainability decreases, posing challeng...

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Hlavní autoři:	Haowen Zhou, Siyu Lin, Mark Watson, Cory T. Bernadt, Oumeng Zhang, Ling Liao, Ramaswamy Govindan, Richard J. Cote, Changhuei Yang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2024-09-01
Edice:	Scientific Reports
On-line přístup:	https://doi.org/10.1038/s41598-024-73428-2
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