Generalized factor analysis incorporating alpha-divergence and kinetics-based clustering: application to dynamic myocardial perfusion PET imaging
1733 Objectives: We aimed to improve quantitative accuracy of time-activity curves (TACs) of
regional tissue from dynamic myocardial PET images. To this end, we proposed and …
regional tissue from dynamic myocardial PET images. To this end, we proposed and …
Kinetic cluster and α-divergence-based dynamic myocardial factorial analysis of positron-emission computed tomography images
PP Wang, LJ Lu, SL Cao, HY Li… - Nan Fang yi ke da xue xue …, 2017 - europepmc.org
OBJECTIVE: We purpose a novel factor analysis method based on kinetic cluster and α-
divergence measure for extracting the blood input function and the time-activity curve of the …
divergence measure for extracting the blood input function and the time-activity curve of the …
Dynamic cardiac PET imaging in reduced time
V Kobzarenko, U Shrestha, R Boutchko, G Gullberg… - 2022 - Soc Nuclear Med
3188 Introduction: Dynamic cardiac positron emission tomography (PET) imaging extends
functional imaging by incorporating information from multiple time frames, as opposed to the …
functional imaging by incorporating information from multiple time frames, as opposed to the …
A minimal factor overlap method for resolving ambiguity in factor analysis of dynamic cardiac PET
R Klein, M Bentourkia, RS Beanlands… - 2007 IEEE Nuclear …, 2007 - ieeexplore.ieee.org
Factor analysis has been pursued as a means to decompose dynamic cardiac PET images
into different tissue types based on their unique physiology. Each tissue is represented by a …
into different tissue types based on their unique physiology. Each tissue is represented by a …
Direct Bayesian parametric image reconstruction from dynamic myocardial perfusion PET data
Y Li, Y He, A Rahmim, L Lu - 2018 - Soc Nuclear Med
1772 Objectives: Dynamic myocardial perfusion PET imaging requires application of kinetic
modeling to time activity curves (TACs) generated at the voxel level, which can result in poor …
modeling to time activity curves (TACs) generated at the voxel level, which can result in poor …
Parametric myocardial perfusion PET imaging using physiological clustering
H Mohy-ud-Din, NA Karakatsanis… - Medical Imaging …, 2014 - spiedigitallibrary.org
We propose a novel framework of robust kinetic parameter estimation applied to absolute
ow quanti cation in dynamic PET imaging. Kinetic parameter estimation is formulated as a …
ow quanti cation in dynamic PET imaging. Kinetic parameter estimation is formulated as a …
Evaluation of factor analysis accuracy for myocardial perfusion in PET studies
Factor Analysis of Medical Image Sequences (FAMIS) estimates kinetics (factors) and
corresponding spatial regions (factor images) from dynamic studies, taking into account …
corresponding spatial regions (factor images) from dynamic studies, taking into account …
Kinetic model‐based factor analysis of dynamic sequences for 82‐rubidium cardiac positron emission tomography
R Klein, RS Beanlands, RW Wassenaar… - Medical …, 2010 - Wiley Online Library
Purpose: Factor analysis has been pursued as a means to decompose dynamic cardiac PET
images into different tissue types based on their unique temporal signatures to improve …
images into different tissue types based on their unique temporal signatures to improve …
Quantitative myocardial perfusion PET parametric imaging at the voxel-level
H Mohy-ud-Din, MA Lodge… - Physics in Medicine & …, 2015 - iopscience.iop.org
Quantitative myocardial perfusion (MP) PET has the potential to enhance detection of early
stages of atherosclerosis or microvascular dysfunction, characterization of flow-limiting …
stages of atherosclerosis or microvascular dysfunction, characterization of flow-limiting …
Direct parametric reconstruction in dynamic PET myocardial perfusion imaging: in vivo studies
Y Petibon, Y Rakvongthai, G El Fakhri… - Physics in Medicine & …, 2017 - iopscience.iop.org
Dynamic PET myocardial perfusion imaging (MPI) used in conjunction with tracer kinetic
modeling enables the quantification of absolute myocardial blood flow (MBF). However …
modeling enables the quantification of absolute myocardial blood flow (MBF). However …