Deep learning|assisted ultra|fast/low|dose whole|body PET/CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

CycleGAN is able to synthesize clinical FD WB PET images from LD images with 1/8th of standard injected activity or acquisition time.

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

This work aims to assess the performance of regular full-dose (FD) synthesis from fast/low-dose (LD) whole-body (WB) PET images using deep learning techniques.

Deep learning-assisted PET imaging achieves fast scan/low-dose ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging [published online ahead of print, 2021 Jan 25]. Eur J Nucl Med Mol ...

Low-count whole-body PET with deep learning in a multicenter and ...

More widespread use of positron emission tomography (PET) imaging is limited by its high cost and radiation dose. Reductions in PET scan ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. Amirhossein Sanaat, Isaac Shiri, Hossein Arabi, Ismini Mainta, René Nkoulou, Habib ...

(PDF) Deep learning-assisted ultra-fast/low-dose whole-body PET ...

Methods Instead of using synthetic LD scans, two separate clinical WB ¹⁸F-Fluorodeoxyglucose (¹⁸F-FDG) PET/CT studies of 100 patients were acquired: one regular ...

Deep learning-assisted PET imaging achieves fast scan/low-dose ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging [published online ahead of print, 2021 Jan 25]. Eur J Nucl Med Mol ...

Deep learning enhanced FDG PET acquisition: a true low dose ...

Introduction: Whole body positron emission tomography (PET) plays a ... In this study, we apply a deep learning model trained by using fast scan ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. Amirhossein Sanaat, Isaac Shiri, Hossein ARABI, I. Mainta, R. Nkoulou ...

Deep learning-based techniques for estimating high-quality full ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. ... Deep learning-assisted PET imaging achieves fast scan/low-dose ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging ... Authors: Amirhossein Sanaat; Isaac Shiri; Hossein Arabi; Ismini Mainta; René Nkoulou ...

Deep progressive learning achieves whole-body low-dose 18F-FDG ...

... body PET-guided deep progressive learning reconstruction method (DPR) for low-dose 18F-FDG PET ... ultra-fast/low-dose whole-body PET/CT imaging.

Ultralow-dose CT imaging with deep learning noise reduction on ...

Introduction: The EXPLORER PET-CT scanner offers ultrahigh sensitivity for fast and low-dose PET scans and the ability of covering the ...

Performance of a deep learning enhancement method applied to ...

KEY words: artificial intelligence; dose reduction; PET/CT; deep learning ... Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. Eur J ...

CT Scout Scans with Deep Learning for Ultra-low Dose Attenuation ...

Most clinical PET scanners integrate a CT for anatomical correlation and PET data corrections. However, when there is a spatial mismatch between PET and CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. Amirhossein Sanaat, Isaac Shiri, Hossein Arabi, Ismini Mainta, René Nkoulou, Habib ...

Applications of machine learning and deep learning in SPECT and ...

Deep learning-assisted ultra-fast/low-dose whole-body pet/ct imaging. Eur. J. Nucl. Med. Mol. Imaging, 48 (2021), pp. 2405-2415. Crossref View in Scopus ...

Omni Legend | GE HealthCare (United States)

Omni Legend · The one and future PET/CT platform · Enhance your imaging with deep learning · Full speed ahead · Ultra-fast whole-body imaging · Have a question? We ...

AI Transformers for Radiation Dose Reduction in Serial Whole-Body ...

A deep learning approach that enables ultra-low-dose, 1% of the standard clinical dosage (3 MBq/kg), ultrafast whole-body PET reconstruction in cancer imaging.

Artificial intelligence guided enhancement of digital PET: scans as ...

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. Eur J Nucl Med Mol Imaging. 2021;48:2405–15. Article Google Scholar.