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MANZANERA , Octavio Martinez

Last name: MANZANERA

First name: Octavio Martinez

2019 (v1)

Publication

Metadata-only

Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data

Manzanera, Octavio Martinez Meles, Sanne K Leenders, Klaus L

Over the last years convolutional neural networks (CNNs) have shown remarkable results in different image classification tasks, including medical imaging. One area that has been less explored with CNNs is Positron Emission Tomography (PET). Fluorodeoxyglucose Positron Emission Tomography (FDG-PET) is a PET technique employed to obtain a...

Uploaded on: April 14, 2023