Statistical Genetics & Bioinformatics

Works Published in 2017

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2017 journal article

Magnetic Resonance-Derived Improvements on PET Imaging

MAGNETIC RESONANCE IMAGING CLINICS OF NORTH AMERICA, 25(2), 257-+.

By: D. Lalush n

author keywords: PET-MR imaging; PET motion correction; PET partial volume correction; MR-based PET reconstruction
MeSH headings : Humans; Image Processing, Computer-Assisted / methods; Magnetic Resonance Imaging / methods; Multimodal Imaging / methods; Positron-Emission Tomography / methods
TL;DR: Simultaneous PET-MR imaging improves deficiencies in PET images and partial volume correction or resolution improvement of PET governed by MR imaging anatomic information improves visualization of structures and quantitative accuracy. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 64(3), 569–579.

author keywords: Local coordinate coding (LCC); positron emission tomography (PET); semisupervised tripled dictionary learning (SSTDL); sparse representation (SR)
MeSH headings : Algorithms; Humans; Image Enhancement / methods; Magnetic Resonance Imaging / methods; Multimodal Imaging / methods; Pattern Recognition, Automated / methods; Positron-Emission Tomography / methods; Radiation Dosage; Radiation Exposure / prevention & control; Radiation Protection / methods; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; Supervised Machine Learning
TL;DR: A new S-PET prediction method is proposed, which can significantly improve the PET image quality with low-dose injection and is favorable in clinical application since it can decrease the potential radiation risk for patients. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

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