Investigating particle track topology for range telescopes in particle radiography using convolutional neural networks

Author:

Pettersen Helge Egil Seime1ORCID,Aehle Max2,Alme Johan3ORCID,Barnaföldi Gergely Gábor4ORCID,Borshchov Vyacheslav5ORCID,van den Brink Anthony6ORCID,Chaar Mamdouh3,Eikeland Viljar3,Feofilov Grigory7,Garth Christoph8ORCID,Gauger Nicolas R.2ORCID,Genov Georgi3ORCID,Grøttvik Ola3ORCID,Helstrup Håvard9ORCID,Igolkin Sergey7,Keidel Ralf10ORCID,Kobdaj Chinorat11ORCID,Kortus Tobias10ORCID,Leonhardt Viktor8,Mehendale Shruti3,Mulawade Raju Ningappa10ORCID,Odland Odd Harald13ORCID,Papp Gábor12ORCID,Peitzmann Thomas6ORCID,Piersimoni Pierluigi3ORCID,Protsenko Maksym5ORCID,Rehman Attiq Ur3,Richter Matthias13,Santana Joshua10,Schilling Alexander10ORCID,Seco Joao1415ORCID,Songmoolnak Arnon311,Sølie Jarle Rambo16ORCID,Tambave Ganesh3ORCID,Tymchuk Ihor5ORCID,Ullaland Kjetil3ORCID,Varga-Kofarago Monika4,Volz Lennart1718ORCID,Wagner Boris3,Wendzel Steffen10ORCID,Wiebel Alexander10ORCID,Xiao RenZheng319,Yang Shiming3,Yokoyama Hiroki6,Zillien Sebastian10ORCID,Röhrich Dieter3

Affiliation:

1. Department of Oncology and Medical Physics, Haukeland University Hospital, Bergen, Norway

2. Chair for Scientific Computing, Technische Universität Kaiserslautern, Kaiserslautern, Germany

3. Department of Physics and Technology, University of Bergen, Bergen, Norway

4. Wigner Research Centre for Physics, Budapest, Hungary

5. Research and Production Enterprise “LTU” (RPE LTU), Kharkiv, Ukraine

6. Institute for Subatomic Physics, Utrecht University/Nikhef, Utrecht, Netherlands

7. Department of High Energy and Elementary Particles Physics, St. Petersburg University, St. Petersburg, Russia

8. Scientific Visualization Lab, Technische Universität Kaiserslautern, Kaiserslautern, Germany

9. Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway

10. Center for Technology and Transfer (ZTT), University of Applied Sciences Worms, Worms, Germany

11. Institute of Science, Suranaree University of Technology, Nakhon Ratchasima, Thailand

12. Institute for Physics, Eötvös Loránd University, Budapest, Hungary

13. Department of Physics, University of Oslo, Oslo, Norway

14. Department of Biomedical Physics in Radiation Oncology, DKFZ-German Cancer Research Center, Heidelberg, Germany

15. Department of Physics and Astronomy, Heidelberg University, Heidelberg, Germany

16. Department of Diagnostic Physics, Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway

17. Department of Biophysics, GSI Helmholtz Center for Heavy Ion Research GmbH, Darmstadt, Germany

18. Department of Medical Physics and Biomedical Engineering, University College London, London, UK

19. College of Mechanical & Power Engineering, China Three Gorges University, Yichang, People’s Republic of China

Publisher

Informa UK Limited

Subject

Radiology Nuclear Medicine and imaging,Oncology,Hematology,General Medicine

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploration of differentiability in a proton computed tomography simulation framework;Physics in Medicine & Biology;2023-12-15

2. Towards Neural Charged Particle Tracking in Digital Tracking Calorimeters With Reinforcement Learning;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-12

3. New technologies from bench to bedside – report from the Nordic association for clinical physics 2023 symposium;Acta Oncologica;2023-10-03

4. A novel range telescope concept for proton CT;Physics in Medicine & Biology;2022-02-03

5. Research on garment image classification algorithm based on machine learning;2021 3rd International Academic Exchange Conference on Science and Technology Innovation (IAECST);2021-12-10

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