Literature DB >> 27811385

Evaluation of event position reconstruction in monolithic crystals that are optically coupled.

M Morrocchi1, W C J Hunter, A Del Guerra, T K Lewellen, P E Kinahan, L R MacDonald, M G Bisogni, R S Miyaoka.   

Abstract

A PET detector featuring a pseudo-monolithic crystal is being developed as a more cost-effective alternative to a full monolithic crystal PET detector. This work evaluates different methods to localize the scintillation events in quartered monolithic crystals that are optically coupled. A semi-monolithic crystal assembly was formed using four 26  ×  26  ×  10 mm3 LYSO crystals optically coupled together using optical adhesive, to mimic a 52  ×  52  ×  10 mm3 monolithic crystal detector. The crystal assembly was coupled to a 64-channel multi-anode photomultiplier tube using silicon grease. The detector was calibrated using a 34  ×  34 scan grid. Events were first filtered and depth separated using a multi-Lorentzian fit to the collected light distribution. Next, three different techniques were explored to generate the look up tables for the event positioning. The first technique was 'standard interpolation' across the interface. The second technique was 'central extrapolation', where a bin was placed at the midpoint of the interface and events positioned within the interface region were discarded. The third technique used a 'central overlap' method where an extended region was extrapolated at each interface. Events were then positioned using least-squares minimization and maximum likelihood methods. The least-squares minimization applied to the look up table generated with the standard interpolation technique had the best full width at half maximum (FWHM) intrinsic spatial resolution and the lowest bias. However, there were discontinuities in the event positioning that would most likely lead to artifacts in the reconstructed image. The central extrapolation technique also had discontinuities and a 30% sensitivity loss near the crystal-crystal interfaces. The central overlap technique had slightly degraded performance metrics, but it still provided ~2.1 mm intrinsic spatial resolution at the crystal-crystal interface and had a symmetric and continuously varying response function. Results using maximum likelihood positioning were similar to least-squares minimization for the central overlap data.

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Year:  2016        PMID: 27811385      PMCID: PMC5132859          DOI: 10.1088/0031-9155/61/23/8298

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  12 in total

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Authors:  Steven Staelens; Yves D'Asseler; Stefaan Vandenberghe; Michel Koole; Ignace Lemahieu; Rik Van de Walle
Journal:  Phys Med Biol       Date:  2004-06-07       Impact factor: 3.609

2.  Characterization of a PET detector head based on continuous LYSO crystals and monolithic, 64-pixel silicon photomultiplier matrices.

Authors:  G Llosá; J Barrio; C Lacasta; M G Bisogni; A Del Guerra; S Marcatili; P Barrillon; S Bondil-Blin; C de la Taille; C Piemonte
Journal:  Phys Med Biol       Date:  2010-11-16       Impact factor: 3.609

3.  Nonlinear least-squares modeling of 3D interaction position in a monolithic scintillator block.

Authors:  Zhi Li; M Wedrowski; P Bruyndonckx; G Vandersteen
Journal:  Phys Med Biol       Date:  2010-10-19       Impact factor: 3.609

4.  Depth of interaction decoding of a continuous crystal detector module.

Authors:  T Ling; T K Lewellen; R S Miyaoka
Journal:  Phys Med Biol       Date:  2007-03-29       Impact factor: 3.609

5.  Parametric positioning of a continuous crystal PET detector with depth of interaction decoding.

Authors:  T Ling; T H Burnett; T K Lewellen; R S Miyaoka
Journal:  Phys Med Biol       Date:  2008-03-10       Impact factor: 3.609

6.  First characterization of a digital SiPM based time-of-flight PET detector with 1 mm spatial resolution.

Authors:  Stefan Seifert; Gerben van der Lei; Herman T van Dam; Dennis R Schaart
Journal:  Phys Med Biol       Date:  2013-04-15       Impact factor: 3.609

7.  A method to achieve spatial linearity and uniform resolution at the edges of monolithic scintillation crystal detectors.

Authors:  Ruud Vinke; Craig S Levin
Journal:  Phys Med Biol       Date:  2014-05-19       Impact factor: 3.609

8.  Use of Cramer-Rao Lower Bound for Performance Evaluation of Different Monolithic Crystal PET Detector Designs.

Authors:  Xiaoli Li; William C J Hunter; Tom K Lewellen; Robert S Miyaoka
Journal:  IEEE Trans Nucl Sci       Date:  2012       Impact factor: 1.679

9.  Calibration Method for ML Estimation of 3D Interaction Position in a Thick Gamma-Ray Detector.

Authors:  William C J Hunter; Harrison H Barrett; Lars R Furenlid
Journal:  IEEE Trans Nucl Sci       Date:  2009-02-10       Impact factor: 1.679

10.  Resolution Properties of a Prototype Continuous Miniature Crystal Element (cMiCE) Scanner.

Authors:  Robert S Miyaoka; Xiaoli Li; William Hunter; Larry A Pierce; Wendy McDougald; Paul E Kinahan; Thomas K Lewellen
Journal:  IEEE Trans Nucl Sci       Date:  2011-10       Impact factor: 1.679

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  4 in total

1.  Experimental validation of a rodent PET scanner prototype based on a single LYSO crystal tube.

Authors:  Marta Freire; Andrea Gonzalez-Montoro; Gabriel Cañizares; Ahmadreza Rezaei; Johan Nuyts; Stuart S Berr; Mark B Williams; Jose M Benlloch; Antonio J Gonzalez
Journal:  IEEE Trans Radiat Plasma Med Sci       Date:  2021-11-01

2.  Deep residual-convolutional neural networks for event positioning in a monolithic annular PET scanner.

Authors:  Gangadhar Jaliparthi; Peter F Martone; Alexander V Stolin; Raymond R Raylman
Journal:  Phys Med Biol       Date:  2021-07-12       Impact factor: 3.609

3.  Depth of interaction determination in monolithic scintillator with double side SiPM readout.

Authors:  Matteo Morrocchi; Giovanni Ambrosi; Maria Giuseppina Bisogni; Filippo Bosi; Marco Boretto; Piergiorgio Cerello; Maria Ionica; Ben Liu; Francesco Pennazio; Maria Antonietta Piliero; Giovanni Pirrone; Vasile Postolache; Richard Wheadon; Alberto Del Guerra
Journal:  EJNMMI Phys       Date:  2017-02-16

4.  Performance evaluation of side-by-side optically coupled monolithic LYSO crystals.

Authors:  Marta Freire; Sara Echegoyen; Andrea Gonzalez-Montoro; Filomeno Sanchez; Antonio J Gonzalez
Journal:  Med Phys       Date:  2022-06-21       Impact factor: 4.506

  4 in total

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