Deep learning-based Dosimetry in Radionuclide Therapy: Is It Worth the Effort?

Author:

Akhavanallaf A.1,Salimi Y.1,Shiri I.1,Arabi H.1,Hou X.2,Beauregard J. M.2,Rahmim A.2,Zaidi H.1

Affiliation:

1. Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Department of Medical Imaging,Geneva 4,Switzerland,CH-1211

2. Université Laval,Cancer Research Centre,Department of Radiology and Nuclear Medicine,Quebec City,Quebec,Canada

Publisher

IEEE

Reference12 articles.

1. The promise of artificial intelligence and deep learning in PET and SPECT imaging

2. MIRD pamphlet No. 17: the dosimetry of nonuniform activity distributions--radionuclide S values at the voxel level. Medical Internal Radiation Dose Committee;bolch;J Nucl Med,1999

3. A deep learning approach to radiation dose estimation

4. Personalized brachytherapy dose reconstruction using deep learning

5. Whole-body voxel-based internal dosimetry using deep learning;akhavanallaf;European Journal of Nuclear Medicine and Molecular Imaging,2020

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1. Development of the Theoretical Relationship between the Electron Paramagnetic Resonance (EPR) Intensity and Absorbed Dose by Alanine;2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC);2022-11-05

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