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Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images

Computer aided detection (CAD) systems can assist radiologists by offering a second opinion on early diagnosis of lung cancer. Classification and feature representation play critical roles in false-positive reduction (FPR) in lung nodule CAD. We design a deep convolutional neural networks method for...

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Bibliografski detalji
Izdano u:Comput Math Methods Med
Glavni autori: Li, Wei, Cao, Peng, Zhao, Dazhe, Wang, Junbo
Format: Artigo
Jezik:Inglês
Izdano: Hindawi Publishing Corporation 2016
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5192289/
https://ncbi.nlm.nih.gov/pubmed/28070212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/6215085
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