3D T2-weighted imaging to shorten multiparametric prostate MRI protocols
نویسندگان
چکیده
منابع مشابه
Prostate cancer diagnosis using deep learning with 3D multiparametric MRI
A novel deep learning architecture (XmasNet) based on convolutional neural networks was developed for the classification of prostate cancer lesions, using the 3D multiparametric MRI data provided by the PROSTATEx challenge. End-to-end training was performed for XmasNet, with data augmentation done through 3D rotation and slicing, in order to incorporate the 3D information of the lesion. XmasNet...
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ژورنال
عنوان ژورنال: European Radiology
سال: 2017
ISSN: 0938-7994,1432-1084
DOI: 10.1007/s00330-017-5120-5