Dec 6, 2017 · In this paper, we propose a deep learning architecture to estimate the high-quality standard-dose PET (SPET) image from the combination of the low-quality low- ...

Dec 6, 2017 · We propose a deep learning architecture to estimate the high-quality standard-dose PET (SPET) image from the combination of the low-quality low-dose PET (LPET) ...

Validations on real human brain PET/MRI data show that our proposed method can provide competitive estimation quality of the PET images, compared to the state- ...

Predicting standard-dose PET image from low-dose PET and multimodal MR images using mapping-based sparse representation · Multi-Level Canonical Correlation ...

Oct 22, 2024 · Validations on real human brain PET/MRI data show that our proposed method can provide competitive estimation quality of the PET images, ...

Dec 6, 2017 · Dive into the research topics of 'Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI'.

Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI. Neurocomputing. 2017;267(1):406–416. doi ...

Sep 11, 2024 · This systematic review aimed to evaluate the potential of deep learning algorithms for converting low-dose Positron Emission Tomography (PET) images to full- ...

The following section describes AI-based techniques employed in PET instrumentation, image acquisition and formation, image reconstruction and low-dose scanning ...

Nov 9, 2023 · Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI. Neurocomputing. 2017;267:406 ...