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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Bibliographic Details
Main Authors: Haowen Zhou, Siyu Lin, Mark Watson, Cory T. Bernadt, Oumeng Zhang, Ling Liao, Ramaswamy Govindan, Richard J. Cote, Changhuei Yang
Format: Article
Language:English
Published: Nature Portfolio 2024-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-73428-2