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...
Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2024-09-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-024-73428-2 |