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Reconstruction of proton relative stopping power with a granular calorimeter detector model

Proton computed tomography (pCT) aims to facilitate precise dose planning for hadron therapy, a promising and effective method for cancer treatment. Hadron therapy utilizes protons and heavy ions to deliver well-focused doses of radiation, leveraging the Bragg peak phenomenon to target tumors while...

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Hauptverfasser: Aehle, Max (VerfasserIn) , Alme, J. (VerfasserIn) , Barnaföldi, G. G. (VerfasserIn) , Bíró, G. (VerfasserIn) , Bodova, T. (VerfasserIn) , Borshchov, V. (VerfasserIn) , Brink, A. van den (VerfasserIn) , Chaar, M. (VerfasserIn) , Dudás, B. (VerfasserIn) , Eikeland, V. (VerfasserIn) , Feofilov, G. (VerfasserIn) , Garth, C. (VerfasserIn) , Gauger, N. R. (VerfasserIn) , Grøttvik, O. (VerfasserIn) , Helstrup, H. (VerfasserIn) , Igolkin, S. (VerfasserIn) , Jólesz, Z. (VerfasserIn) , Keidel, R. (VerfasserIn) , Kobdaj, C. (VerfasserIn) , Kortus, T. (VerfasserIn) , Kusch, L. (VerfasserIn) , Leonhardt, V. (VerfasserIn) , Mehendale, S. (VerfasserIn) , Mulawade, R. Ningappa (VerfasserIn) , Odland, O. H. (VerfasserIn) , O’Neill, G. (VerfasserIn) , Papp, G. (VerfasserIn) , Peitzmann, T. (VerfasserIn) , Pettersen, H. E. S. (VerfasserIn) , Piersimoni, P. (VerfasserIn) , Protsenko, M. P. (VerfasserIn) , Rauch, M. (VerfasserIn) , Rehman, A. Ur (VerfasserIn) , Richter, M. (VerfasserIn) , Röhrich, D. (VerfasserIn) , Santana, J. (VerfasserIn) , Schilling, A. (VerfasserIn) , Seco, Joao (VerfasserIn) , Songmoolnak, A. (VerfasserIn) , Sølie, J. Rambo (VerfasserIn) , Tambave, G. (VerfasserIn) , Tymchuk, I. (VerfasserIn) , Ullaland, K. (VerfasserIn) , Varga-Kőfaragó, M. (VerfasserIn) , Volz, L. (VerfasserIn) , Wagner, B. (VerfasserIn) , Wendzel, S. (VerfasserIn) , Wiebel, A. (VerfasserIn) , Xiao, R. (VerfasserIn) , Yang, S. (VerfasserIn) , Yokoyama, H. (VerfasserIn) , Zillien, S. (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 28 April 2025
In: International journal of modern physics. A, Particles and fields, gravitation, cosmology
Year: 2025, Jahrgang: 40, Heft: 21, Pages: 1-15
ISSN:1793-656X
DOI:10.1142/S0217751X25420084
Online-Zugang:Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1142/S0217751X25420084
Verlag, lizenzpflichtig, Volltext: https://www.worldscientific.com/doi/10.1142/S0217751X25420084
Volltext
Verfasserangaben:M. Aehle, J. Alme, G.G. Barnaföldi, G. Bíró, T. Bodova, V. Borshchov, A. van den Brink, M. Chaar, B. Dudás, V. Eikeland, G. Feofilov, C. Garth, N.R. Gauger, O. Grøttvik, H. Helstrup, S. Igolkin, Z. Jólesz, R. Keidel, C. Kobdaj, T. Kortus, L. Kusch, V. Leonhardt, S. Mehendale, R. Ningappa Mulawade, O.H. Odland, G. O’Neill, G. Papp, T. Peitzmann, H.E.S. Pettersen, P. Piersimoni, M.P. Protsenko, M. Rauch, A. Ur Rehman, M. Richter, D. Röhrich, J. Santana, A. Schilling, J. Seco, A. Songmoolnak, J. Rambo Sølie, G. Tambave, I. Tymchuk, K. Ullaland, M. Varga-Kőfaragó, L. Volz, B. Wagner, S. Wendzel, A. Wiebel, R. Xiao, S. Yang, H. Yokoyama and S. Zillien

MARC

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245 1 0 |a Reconstruction of proton relative stopping power with a granular calorimeter detector model  |c M. Aehle, J. Alme, G.G. Barnaföldi, G. Bíró, T. Bodova, V. Borshchov, A. van den Brink, M. Chaar, B. Dudás, V. Eikeland, G. Feofilov, C. Garth, N.R. Gauger, O. Grøttvik, H. Helstrup, S. Igolkin, Z. Jólesz, R. Keidel, C. Kobdaj, T. Kortus, L. Kusch, V. Leonhardt, S. Mehendale, R. Ningappa Mulawade, O.H. Odland, G. O’Neill, G. Papp, T. Peitzmann, H.E.S. Pettersen, P. Piersimoni, M.P. Protsenko, M. Rauch, A. Ur Rehman, M. Richter, D. Röhrich, J. Santana, A. Schilling, J. Seco, A. Songmoolnak, J. Rambo Sølie, G. Tambave, I. Tymchuk, K. Ullaland, M. Varga-Kőfaragó, L. Volz, B. Wagner, S. Wendzel, A. Wiebel, R. Xiao, S. Yang, H. Yokoyama and S. Zillien 
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520 |a Proton computed tomography (pCT) aims to facilitate precise dose planning for hadron therapy, a promising and effective method for cancer treatment. Hadron therapy utilizes protons and heavy ions to deliver well-focused doses of radiation, leveraging the Bragg peak phenomenon to target tumors while sparing healthy tissues. The Bergen pCT Collaboration aims to develop a novel pCT scanner, and accompanying reconstruction algorithms to overcome current limitations. This paper focuses on advancing the track and image reconstruction algorithms, thereby enhancing the precision of the dose planning and reducing side effects of hadron therapy. A neural network aided track reconstruction method is presented. 
650 4 |a Hadron therapy 
650 4 |a image reconstruction 
650 4 |a machine learning 
650 4 |a proton computed tomography 
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