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DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection

Pulmonary nodule detection plays an important role in lung cancer screening with low-dose computed tomography (CT) scans. It remains challenging to build nodule detection deep learning models with good generalization performance due to unbalanced positive and negative samples. In order to overcome t...

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Détails bibliographiques
Publié dans:Proc IEEE Int Symp Biomed Imaging
Auteurs principaux: Li, Yuemeng, Fan, Yong
Format: Artigo
Langue:Inglês
Publié: 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7690332/
https://ncbi.nlm.nih.gov/pubmed/33250956
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI45749.2020.9098317
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