A Review of AI Applications in Assessing Secondary Radiation Sources and Shielding Materials in AB-BNCT Facilities
ID:111 View Protection:PRIVATE Updated Time:2024-09-23 21:52:57 Hits:538 Oral Presentation

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Abstract
Boron Neutron Capture Therapy (BNCT) is a targeted cancer treatment in which a Boron-10 compound is selectively absorbed by cancer or tumor cells, followed by irradiation with epithermal neutrons. This reaction effectively destroys the boron containing cancerous or tumor cells while minimizing damage to surrounding healthy tissue. The advancement of accelerators to produce neutrons has greatly expanded BNCT research and clinical trials, leading to the establishment of Accelerator-based BNCT (AB-BNCT) facilities. However, the secondary radiation generated during neutron production presents significant challenges, requiring effective shielding to ensure the safety of both patients and workers. This review examines the sources of secondary radiation, such as neutrons and gamma rays, in AB BNCT facilities, exploring their impact on facility operation, safety, and radiation protection measures. Additionally, it explores the innovative application of Artificial Intelligence (AI) in enhancing tumor image segmentation, refining treatment planning, assessing secondary radiation sources, and optimizing shielding materials. As BNCT and radiotherapy evolve, integrating AI into these fields promises significant advancements.
Keywords
AB-BNCT, AI, Beam Shaping Assembly, Secondary Radiation, Shielding, Radioactivity
Speaker
Munyense Terence Kashiba
Student Student (HEU)

My name is Munyense Terence K, and I am a researcher specializing in internal and external dosimetry, with a focus on Boron Neutron Capture Therapy (BNCT). I am currently working on BNCT beam optimization, treatment dose distribution assessments, and the evaluation of secondary radiation sources.
My research also focuses on optimizing shielding materials in BNCT facilities to enhance both treatment safety and effectiveness. I am committed to advancing radiotherapy techniques through innovative research and collaboration.

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Important Date
  • Conference Date

    Sep 23

    2024

    to

    Sep 25

    2024

  • Sep 24 2024

    Contribution Submission Deadline

  • Sep 25 2024

    Registration deadline

Sponsored By
Harbin Engineering University (HEU)
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