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Kawula M, Binder TM, Liprandi S, et al. Sub-millimeter precise photon interaction position determination in large monolithic scintillators via convolutional neural network algorithms. Phys Med Biol. 2021;66(13)doi: 10.1088/1361-6560/ac06e2.
Kawula, M., Binder, T. M., Liprandi, S., Viegas, R., Parodi, K., & Thirolf, P. G. (2021). Sub-millimeter precise photon interaction position determination in large monolithic scintillators via convolutional neural network algorithms. Physics in medicine and biology, 66(13), . https://doi.org/10.1088/1361-6560/ac06e2
Kawula, M, et al. "Sub-millimeter precise photon interaction position determination in large monolithic scintillators via convolutional neural network algorithms." Physics in medicine and biology vol. 66,13 (2021). doi: https://doi.org/10.1088/1361-6560/ac06e2
Kawula M, Binder TM, Liprandi S, Viegas R, Parodi K, Thirolf PG. Sub-millimeter precise photon interaction position determination in large monolithic scintillators via convolutional neural network algorithms. Phys Med Biol. 2021 Jul 02;66(13). doi: 10.1088/1361-6560/ac06e2. PMID: 34062523.
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Phys Med Biol. 2021 Jul 02;66(13). doi: 10.1088/1361-6560/ac06e2.

Sub-millimeter precise photon interaction position determination in large monolithic scintillators via convolutional neural network algorithms.

Physics in medicine and biology

M Kawula, T M Binder, S Liprandi, R Viegas, K Parodi, P G Thirolf

Affiliations

  1. Department of Medical Physics, Ludwig-Maximilians-Universität München, Garching b. München, Germany.
  2. KETEK GmbH, Munich, Germany.
  3. University of Coimbra, Portugal.

PMID: 34062523 DOI: 10.1088/1361-6560/ac06e2

Abstract

In this work, we present the development and application of a convolutional neural network (CNN)-based algorithm to precisely determine the interaction position of

Creative Commons Attribution license.

Keywords: Compton camera; beam range monitoring; hadron therapy; monolithic scintillator; neural networks; radiation detection; spatial resolution

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