Joint Analysis of PET/MR Data for Improved PET Quantification

CJ Scott - 2021 - discovery.ucl.ac.uk
Quantitative pharmacokinetic analysis of Positron Emission Tomography (PET) data typically
requires a dynamic scan of at least one hour, which poses a challenge for both clinical and …

Short acquisition time PET/MR pharmacokinetic modelling using CNNs

CJ Scott, J Jiao, MJ Cardoso, K Kläser… - … Conference on Medical …, 2018 - Springer
Abstract Standard quantification of Positron Emission Tomography (PET) data requires a
long acquisition time to enable pharmacokinetic (PK) model fitting, however blood flow …

Fast and accurate amyloid brain PET quantification without MRI using deep neural networks

SK Kang, D Kim, SA Shin, YK Kim… - Journal of Nuclear …, 2023 - Soc Nuclear Med
This paper proposes a novel method for automatic quantification of amyloid PET using deep
learning–based spatial normalization (SN) of PET images, which does not require MRI or CT …

[引用][C] P1‐118: QUANTIFICATION OF AMYLOID BURDEN FROM FLORBETAPIR PET WITHOUT USING TARGET AND REFERENCE REGIONS: PRELIMINARY …

Y Yuan, Z Wang, W Lee, P VanGilder… - Alzheimer's & …, 2018 - Wiley Online Library
Background Beta-amyloid (Aβ) is widely viewed as a major hallmark of Alzheimer's disease
(AD) pathology. Standard uptake value ratio (SUVr) between a pre-specified target mean …

Reduced acquisition time PET pharmacokinetic modelling using simultaneous ASL–MRI: proof of concept

CJ Scott, J Jiao, A Melbourne… - Journal of Cerebral …, 2019 - journals.sagepub.com
Pharmacokinetic modelling on dynamic positron emission tomography (PET) data is a
quantitative technique. However, the long acquisition time is prohibitive for routine clinical …

A 2.5 D residual U‐Net for improved amyloid PET harmonization preserving spatial information

J Shah, J Sohankar, J Luo, Y Chen, S Li… - Alzheimer's & …, 2023 - Wiley Online Library
Background Multiple amyloid tracers with varying characteristics pose a significant
challenge to standardized interpretation and quantification of amyloid PET measurements …

Amyloid PET quantification via end-to-end training of a deep learning

JY Kim, HY Suh, HG Ryoo, D Oh, H Choi… - Nuclear medicine and …, 2019 - Springer
Purpose Although quantification of amyloid positron emission tomography (PET) is important
for evaluating patients with cognitive impairment, its routine clinical use is hampered by …

[HTML][HTML] Improved amyloid burden quantification with nonspecific estimates using deep learning

H Liu, YH Nai, F Saridin, T Tanaka, J O'Doherty… - European Journal of …, 2021 - Springer
Purpose Standardized uptake value ratio (SUVr) used to quantify amyloid-β burden from
amyloid-PET scans can be biased by variations in the tracer's nonspecific (NS) binding …

caliPER: A software for blood-free parametric Patlak mapping using PET/MRI input function

P Dassanayake, L Cui, E Finger, M Kewin, J Hadaway… - bioRxiv, 2021 - biorxiv.org
Routine clinical use of absolute PET quantification techniques is limited by the need for
serial arterial blood sampling for input function and more importantly by the lack of …

[HTML][HTML] rPOP: robust PET-only processing of community acquired heterogeneous amyloid-PET data

L Iaccarino, R La Joie, R Koeppe, BA Siegel, BE Hillner… - Neuroimage, 2022 - Elsevier
The reference standard for amyloid-PET quantification requires structural MRI (sMRI) for
preprocessing in both multi-site research studies and clinical trials. Here we describe rPOP …