Total-body PET kinetic modeling and potential opportunities using deep learning
PET is a sensitive molecular imaging method that uses radiolabeled tracers to monitor the
biological and physiologic function of the scanned subject in vivo. 1 PET is commonly used …
biological and physiologic function of the scanned subject in vivo. 1 PET is commonly used …
Mcp-net: Introducing patlak loss optimization to whole-body dynamic pet inter-frame motion correction
In whole-body dynamic positron emission tomography (PET), inter-frame subject motion
causes spatial misalignment and affects parametric imaging. Many of the current deep …
causes spatial misalignment and affects parametric imaging. Many of the current deep …
[HTML][HTML] Performance and application of the total-body PET/CT scanner: a literature review
Y Sun, Z Cheng, J Qiu, W Lu - EJNMMI research, 2024 - ejnmmires.springeropen.com
The total-body positron emission tomography/computed tomography (PET/CT) system, with
a long axial field of view, represents the state-of-the-art PET imaging technique. Recently …
a long axial field of view, represents the state-of-the-art PET imaging technique. Recently …
Deep learning derived input function in dynamic [18F]FDG PET imaging of mice
Dynamic positron emission tomography and kinetic modeling play a critical role in tracer
development research using small animals. Kinetic modeling from dynamic PET imaging …
development research using small animals. Kinetic modeling from dynamic PET imaging …
Machine learning methods for tracer kinetic modelling
Tracer kinetic modelling based on dynamic PET is an important field of Nuclear Medicine for
quantitative functional imaging. Yet, its implementation in clinical routine has been …
quantitative functional imaging. Yet, its implementation in clinical routine has been …
Blood Input Function Estimation in Positron Emission Tomography with Deep Learning
D Varnyú, L Szirmay-Kalos - 2021 IEEE Nuclear Science …, 2021 - ieeexplore.ieee.org
Dynamic positron emission tomography allows in vivo study of metabolic processes by
monitoring the tissue uptake of a radioactive tracer. Its aim is to reconstruct the time-activity …
monitoring the tissue uptake of a radioactive tracer. Its aim is to reconstruct the time-activity …