26–30 Jun 2022
Riva del Garda, Italy
Europe/Rome timezone

Flexible Data Acquisition Software for Imaging of Radiation Dose Spatial Distribution for Radiotherapy Treatment Planning

27 Jun 2022, 16:38
1m
Palavela (Riva del Garda)

Palavela

Riva del Garda

Poster Poster

Speaker

Mr Paweł Jurgielewicz (AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Krakow, Poland)

Description

It is well known that cancer is one of the deadliest diseases worldwide, accounting for nearly ten million deaths in 2020 [1]. There are various treatment methods proposed and one of the most frequently used is radiation therapy. This method requires precise knowledge of radiation dose distribution to limit damage to the surrounding healthy tissues. To address this complex problem, we present the state-of-the-art reconfigurable Dose-3D detector concept based on the active voxels approach to improve radiotherapy treatment planning. Three of its key components are radiation imaging scintillation detectors controlled by the data acquisition system (DAQ) and the high-level data analysis software.

The DAQ consists of hardware, firmware and low-level software (Figure 1.). A single hardware unit, called a slice (with multianode photomultiplier, Application Specific Integrated Circuit (ASIC) and an FPGA), gives access to 64 detection channels of the read-out ASIC while the low-level software (Server Application) handles operation with any number of slices simultaneously. The modular architecture of this software follows concepts of the recently published DAQ [2] with further modifications. Communication with each slice is handled using 1 Gbit/s UDP/IP protocol. The software maps registers and data sources from each slice independently and broadcasts such data to any consumer application giving high-level access to the underlying hardware. This way there might be any number of consumer applications in the network monitoring in real-time specific aspects of the hardware operation.

The main advantage of the proposed DAQ design is its scalability and portability to other FPGA-based DAQ systems. It might be a solid foundation for future designs which would only require a redefinition of registers binding and data sources while the protocol of data management by the Server Application will remain virtually the same. The development of consumer applications is also simpler and less labour demanding since they are separate processes possibly running on a different machine than the one running the Server Application. All in all, we believe that the proposed DAQ design will greatly contribute to deepening the understanding of radiation dose distribution in the human body.

Primary author

Mr Paweł Jurgielewicz (AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Krakow, Poland)

Co-authors

Dr Tomasz Fiutowski (AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Krakow, Poland) Mr Damian Kabat (Department of Medical Physics, Maria Sklodowska-Curie National Research Institute of Oncology Krakow Branch, Garncarska 11, 31-115 Krakow, Poland) Ms Kamila Kalecińska (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Dr Łukasz Kapłon (Department of Medical Physics, Maria Sklodowska-Curie National Research Institute of Oncology Krakow Branch, Garncarska 11, 31-115 Krakow, Poland) Mr Maciej Kopeć (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Dr Stefan Koperny (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Dr Dagmara Kulig (Department of Medical Physics, Maria Sklodowska-Curie National Research, Institute of Oncology Krakow Branch, Garncarska 11, 31-115 Krakow, Poland) Dr Jakub Moroń (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Mr Gabriel Moskal (Department of Medical Physics, Maria Sklodowska-Curie National Research Institute of Oncology Krakow Branch, Garncarska 11, 31-115 Krakow, Poland) Dr Antoni Ruciński (Department of Medical Physics, Maria Sklodowska-Curie National Research Institute of Oncology Krakow Branch, Garncarska 11, 31-115 Krakow, Poland) Dr Piotr Wiącek (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Dr Tomasz Szumlak (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland) Dr Bartosz Mindur (AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland)

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