Accurate quantitative and dynamic PET imaging with the phenoPET Scanner for plant studies / von Carsten Hinz. Wuppertal, November 2021
Inhalt
- Zusammenfassung
- Abstract
- Introduction
- Theoretical Background
- Radiotracers in Plant Biology
- Radioactive Decay
- Interaction of Particles with Matter
- Isotopes for Quantification and Radiotracers for Experiments with Plants
- Detector Working Principles
- Coincidence Detection and Classification
- Tomographic Image Reconstruction
- phenoPET Setup
- General Setup
- Detector Setup
- phenoPET Operation
- Data Organization and Preparation for Image Reconstruction
- Software Framework
- Configuration Files
- Structure of List Mode Files and Event Structure
- Clustering and Calibration
- Coincidence Sorting
- Control Plots of Measured Data
- Image Reconstruction with PET Reconstruction Software Toolkit
- Setup for Simulation with OpenGate
- Rotation System
- Coincidence Sorting and Delayed Coincidences
- Sorting Algorithms
- General Software Structure
- Handling of Multiple Coincidences
- phenoSorter: A Sector Based Coincidence Sorter
- phenoGateSorter: Adaptations to the OpenGate Coincidence Sorter
- Characterization with Simulated Data
- Characterization with a Decay Experiment
- Comparison of the Different Sorting Strategies
- Possible Improvements and Further Investigations
- Count Rate Corrections
- Correction Model
- Application of the Correction Factors in the Iterative Image Reconstruction
- Setup for Determination of Count Rate Corrections
- Determination of Correction Factors
- Correction of Dropped and Missing Frames
- Dead Time Analysis of Measured Single Events
- Dead Time Analysis of Coincidence Count Rates
- Resulting Correction Factors
- Frame Dropping
- Dead Time Correction Factors for Singles
- Coincidence Dead Time Correction Factors for Module Combinations
- Coincidence Dead Time Correction Factor of Total Head Curve
- Validation of Dead Time Correction Factors and Investigation of Position Dependence
- Discussion
- Normalization
- Implemented Normalization Model
- Iteration Schema and Starting Values
- Test with Synthetic Data
- Normalization with a Rotating Rod Source
- Measurement Setup
- Preparation of Measured Data
- Calculation of Expectation Values
- Localization of the Normalization Phantom
- Comparison of Normalization Factors
- Homogenity of Normalized Data
- Influences of Expectation Values
- Discussion of Expectation Values
- Discussion
- Correction of Photon Interaction with Plants and Their Soil
- Measurement of Attenuation Coefficients
- Transmissions Reconstruction Algorithm
- Blank Measurement for Reconstruction
- Acquisition of Transmission Measurements
- Correction of Transmission Source Decay
- Influence of Radiation from Detector Crystals on Blank Data
- Reproducibility of Rod Source Positioning
- PRESTO Scatter Simulation
- Simulation Procedure and Setup for phenoPET
- Scatter Estimates for Image Reconstruction
- Sensitivities for Scaling of Scattered Coincidences
- Influence and Correction of Compton Scattering on Transmission Reconstruction
- Measurement Setups for Investigation of Image Quality
- Transmission Reconstruction of Measurements with Scatter Correction
- Image Reconstruction and Estimation of Scatter Correction
- Evaluation of Attenuation Maps
- Results
- Discussion
- Analysis of Emission Data
- Convergence of Iterative Scatter Correction
- Effect of Attenuation Maps on Scatter Correction
- Discussion
- Calculation of Calibration Factors
- Simulation Duration and Effect of Multiplexing
- Attenuation Coefficients of Different Soil Types and Hydroponics
- Dependency of Attenuation on Water Uptake During a Measurement
- Conclusion and Outlook
- Validation of Performance and Operation Stability
- Temperature Stability
- Temperature Behavior for Constant Activity Distributions
- Temperature Behavior During a Dynamic Measurements
- Consequences for Routine Operation
- Performance in a Dynamic Measurement
- Measurement Setup, Data Processing and Image Reconstruction
- Stability over Dynamic Range
- Signal-To-Noise with Noise-Equivalent Count Rates
- Spatial Resolution
- Summary
- Conclusion and Outlook
- Bibliography
- Acronyms
- Notation
- Glossary
- List of Figures
- List of Tables
- Acknowledgements
- Quality of Fits: Residual Graphs and Pull Distributions
- Convergence of Transmission Reconstruction
