A novel clustering approach to positron emission particle tracking

Cody Wiggins, Roque Santos, Arthur Ruggles

Research output: Contribution to journalArticlepeer-review

35 Scopus citations

Abstract

A novel approach to positron emission particle tracking is presented based on determining regions of space with high density of line of response crossing via clustering. The method is shown to be able to accurately track multiple particles in systems where the number of particles is unknown and in which particles can enter and leave the field of view of the scanning system. This method is explored in various environments and its parametric dependence is studied.

Original languageEnglish
Pages (from-to)18-24
Number of pages7
JournalNuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
Volume811
DOIs
StatePublished - Mar 1 2016
Externally publishedYes

Funding

The authors are grateful for support of this research provided by the NNSA Stockpile Stewardship Academic Programs (SSAP) award DE-NA0001983 . The authors thank Alan Stuckey of the University of Tennessee Medical Center for providing access to the Concord Microsystems P4 scanner.

Keywords

  • Clustering
  • G-means
  • Multiple particle tracking
  • Positron emission particle tracking

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