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3D Convolutional Neural Network for Automatic Detection of Lung Nodules in Chest CT

Deep convolutional neural networks (CNNs) form the backbone of many state-of-the-art computer vision systems for classification and segmentation of 2D images. The same principles and architectures can be extended to three dimensions to obtain 3D CNNs that are suitable for volumetric data such as CT...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Proc SPIE Int Soc Opt Eng
Egile Nagusiak: Hamidian, Sardar, Sahiner, Berkman, Petrick, Nicholas, Pezeshk, Aria
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2017
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC5568782/
https://ncbi.nlm.nih.gov/pubmed/28845077
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2255795
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