Generalized factor analysis incorporating alpha-divergence and kinetics-based clustering: application to dynamic myocardial perfusion PET imaging

P Wang, Y He, A Rahmim, W Chen, L Lu - 2018 - Soc Nuclear Med
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 …

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 …

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 …

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 …

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 …

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 …

Evaluation of factor analysis accuracy for myocardial perfusion in PET studies

MC Gregoire, F Frouin, F Lavenne… - 1995 IEEE Nuclear …, 1995 - ieeexplore.ieee.org
Factor Analysis of Medical Image Sequences (FAMIS) estimates kinetics (factors) and
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 …

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 …

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 …