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PET Counting Response Variability Depending on Tumor Location, Activity, and Patient Obesity: A Feasibility Study of Solitary Pulmonary Nodule Using Monte Carlo

Thumbnail
Autor
Theodorakis L., Loudos G., Prassopoulos V., Kappas C., Tsougos I., Georgoulias P.
Fecha
2019
Language
en
DOI
10.1109/TMI.2019.2891578
Materia
Diagnosis
Image quality
Intelligent systems
Location
Monte Carlo methods
Nutrition
Patient treatment
Scanning
Tumors
Detector configuration
Image quality assessment
lung
Noise equivalent count rates
Nuclear imaging
Positive correlations
Positron emission tomography scanners
Response variability
Positron emission tomography
Article
body weight
cancer staging
computer assisted tomography
digital imaging and communications in medicine
feasibility study
human
image quality
lung nodule
Monte Carlo method
noise
obese patient
obesity
positron emission tomography
proof of concept
treatment response
tumor localization
complication
computer assisted diagnosis
diagnostic imaging
imaging phantom
lung
lung nodule
lung tumor
Monte Carlo method
obesity
pathology
positron emission tomography
procedures
Feasibility Studies
Humans
Image Interpretation, Computer-Assisted
Lung
Lung Neoplasms
Monte Carlo Method
Obesity
Phantoms, Imaging
Positron-Emission Tomography
Solitary Pulmonary Nodule
Institute of Electrical and Electronics Engineers Inc.
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Resumen
We aim to investigate the counting response variations of positron emission tomography (PET) scanners with different detector configurations in the presence of solitary pulmonary nodule (SPN). Using experimentally validated Monte Carlo simulations, the counting performance of four different scanner models with varying tumor activity, location, and patient obesity is represented using a noise equivalent count rate (NECR). NECR is a well-established quantitative metric which has positive correlation with clinically perceived image quality. The combined effect of tumor displacement and increased activity shows a linear ascending trend for NECR with slope ranges of (12.5-18.2)∗10-3 (kBq/cm3)-1 for three-ring (3R) scanners and (15.3-21.5)∗10-3 (kBq/cm3)-1 for four-ring (4R). The trend for the combined effect of tumor displacement and patient obesity is exponential decay with 3R configurations weakly dependent on the patient obesity if the tumor is located at the center of the field of view with exponent's range of (6.6-33.8)∗10-2cm-1. The dependence is stronger for 4R scanners (9.6-38.5)∗10-2cm-1. The analysis indicates that quantitative PET data from the same SPN patient possibly examined in different time points (e.g., during staging or for the evaluation of treatment response) are affected by the different detector configurations and need to be normalized with patient weight, activity, and tumor location to reduce unwanted bias of the diagnosis. This paper provides also with a proof of concept for the ability of properly tuned simulations to provide additional insights into the counting response variability especially in tumor types where often borderline decisions have to be made regarding their characterization. © 1982-2012 IEEE.
URI
http://hdl.handle.net/11615/79673
Colecciones
  • Δημοσιεύσεις σε περιοδικά, συνέδρια, κεφάλαια βιβλίων κλπ. [19735]

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