ArticlePhysics in medicine and biology2013
Single-scan dual-tracer FLT+FDG PET tumor characterization.
Article in Physics in medicine and biology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Parametric imaging of dynamic long-axial-field-of-view PET scans: Technical challenges, statistical insights and clinical applications.Zeitschrift fur medizinische Physik · 2026Review
- Dual-Tracer Imaging on a Long-Axial-Field-of-View PET: A Proof-of-Principle Study with [Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2025Article
- Multiplexed imaging of radionuclides.Nature biomedical engineering · 2025Review
- Kinetic model-informed deep learning for multiplexed PET image separation.EJNMMI physics · 2024Article
- Signal separation of simultaneous dual-tracer PET imaging based on global spatial information and channel attention.EJNMMI physics · 2024Article
- Deep learned triple-tracer multiplexed PET myocardial image separation.Frontiers in nuclear medicine · 2024Article
- AI for PET image reconstruction.The British journal of radiology · 2023Review
- Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning.EJNMMI research · 2023Article
- Multiplexed imaging in oncology.Nature biomedical engineering · 2022Review
- Principles of Tracer Kinetic Analysis in Oncology, Part II: Examples and Future Directions.Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2022Article
- Simultaneous radiomethylation of [Scientific reports · 2022Article
- Transpathology: molecular imaging-based pathology.European journal of nuclear medicine and molecular imaging · 2021Review
- Quantitation of multiple injection dynamic PET scans: an investigation of the benefits of pooling data from separate scans when mapping kinetics.Physics in medicine and biology · 2021Article
- PET Parametric Imaging: Past, Present, and Future.IEEE transactions on radiation and plasma medical sciences · 2020Article
- Explicit measurement of multi-tracer arterial input function for PET imaging using blood sampling spectroscopy.EJNMMI physics · 2020Article
- Development of a blood sample detector for multi-tracer positron emission tomography using gamma spectroscopy.EJNMMI physics · 2019Article
- Application of separable parameter space techniques to multi-tracer PET compartment modeling.Physics in medicine and biology · 2016Article
- Positron Emission Tomography: Current Challenges and Opportunities for Technological Advances in Clinical and Preclinical Imaging Systems.Annual review of biomedical engineering · 2015Review
- (18)F-alfatide II and (18)F-FDG dual-tracer dynamic PET for parametric, early prediction of tumor response to therapy.Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2014Article
- Combined Injection of (18)F-Fluorodeoxyglucose and 3'-Deoxy-3'-[(18)F]fluorothymidine PET Achieves More Complete Identification of Viable Lung Cancer Cells in Mice and Patients than Individual Radiopharmaceutical: A Proof-of-Concept Study.Translational oncology · 2013Article
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3 authors.
Funding
Abstract
Rapid multi-tracer PET aims to image two or more tracers in a single scan, simultaneously characterizing multiple aspects of physiology and function without the need for repeat imaging visits. Using dynamic imaging with staggered injections, constraints on the kinetic behavior of each tracer are applied to recover individual-tracer measures from the multi-tracer PET signal. The ability to rapidly and reliably image both (18)F-fluorodeoxyglucose (FDG) and (18)F-fluorothymidine (FLT) would provide complementary measures of tumor metabolism and proliferative activity, with important applications in guiding oncologic treatment decisions and assessing response. However, this tracer combination presents one of the most challenging dual-tracer signal-separation problems--both tracers have the same radioactive half-life, and the injection delay is short relative to the half-life and tracer kinetics. This work investigates techniques for single-scan dual-tracer FLT+FDG PET tumor imaging, characterizing the performance of recovering static and dynamic imaging measures for each tracer from dual-tracer datasets. Simulation studies were performed to characterize dual-tracer signal-separation performance for imaging protocols with both injection orders and injection delays of 10-60 min. Better performance was observed when FLT was administered first, and longer delays before administration of FDG provided more robust signal-separation and recovery of the single-tracer imaging measures. An injection delay of 30 min led to good recovery (R > 0.96) of static image values (e.g. SUV), K(net), and K(1) as compared to values from separate, single-tracer time-activity curves. Recovery of higher order rate parameters (k(2), k(3)) was less robust, indicating that information regarding these parameters was harder to recover in the presence of statistical noise and dual-tracer effects. Performance of the dual-tracer FLT(0 min)+FDG(32 min) technique was further evaluated using PET/CT imaging studies in five patients with primary brain tumors where the data from separate scans of each tracer were combined to synthesize dual-tracer scans with known single-tracer components; results demonstrated similar dual-tracer signal recovery performance. We conclude that rapid dual-tracer FLT+FDG tumor imaging is feasible and can provide quantitative tumor imaging measures comparable to those from conventional separate-scan imaging.
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