Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization

Deep learning techniques have demonstrated significant potential in computer-assisted diagnosis based on medical imaging. However, their integration into clinical workflows remains limited, largely due to concerns about interpretability. To address this challenge, we propose Efficient-Proto-Caps, a...

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Principais autores:	Eduardo M. Rodrigues, Margarida Gouveia, Helder P. Oliveira, Tania Pereira
格式:	Artigo
語言:	Inglês
出版:	IEEE 2025-01-01
叢編:	IEEE Access
主題:	Explainable artificial intelligence capsule network prototype learning medical image analysis lung nodule characterization
在線閱讀:	https://ieeexplore.ieee.org/document/10943124/
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