Convolutional Neural Networks With Intermediate Loss for 3D Super-Resolution of CT and MRI Scans

Computed Tomography (CT) scanners that are commonly-used in hospitals and medical centers nowadays produce low-resolution images, e.g. one voxel in the image corresponds to at most one-cubic millimeter of tissue. In order to accurately segment tumors and make treatment plans, radiologists and oncolo...

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Bibliographic Details
Main Authors: Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae Verga
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9034049/