Whole-body voxel-based internal dosimetry using deep learning

[1] Baumann M(2016)Radiation oncology in the era of precision medicine Nat Rev Cancer 16 234-249

[2] Krause M(2019)Personalized dosimetry is a must for appropriate molecular radiotherapy Med Phys 46 4713-4716

[3] Overgaard J(2007)Computational anthropomorphic models of the human anatomy: the path to realistic Monte Carlo modeling in radiological sciences Annu Rev Biomed Eng 9 471-500

[4] Debus J(1999)MIRD pamphlet No. 17: the dosimetry of nonuniform activity distributions-radionuclide S values at the voxel level. Medical Internal Radiation Dose Committee J Nucl Med 40 11S-36S

[5] Bentzen SM(2009)Hybrid patient-dependent phantoms covering statistical distributions of body morphometry in the US adult and pediatric population Proc IEEE 97 2060-2075

[6] Daartz J(2019)Development of a library of adult computational phantoms based on anthropometric indexes IEEE Trans Radiat Plasma Med Sci 3 65-75

[7] Stabin MG(2010)Deformable adult human phantoms for radiation protection dosimetry: anthropometric data representing size distributions of adult worker populations and software algorithms Phys Med Biol 55 3789-3811

[8] Madsen MT(2019)Construction of patient-specific computational models for organ dose estimation in radiological imaging Med Phys 46 2403-2411

[9] Zaidi H(2019)Estimation of the radiation dose in pregnancy: an automated patient-specific model using convolutional neural networks Eur Radiol 29 6805-6815

[10] Zaidi H(1997)Implementation and evaluation of patient-specific three-dimensional internal dosimetry J Nucl Med 38 301-308

[1] Baumann M(2016)Radiation oncology in the era of precision medicine Nat Rev Cancer 16 234-249

[2] Krause M(2019)Personalized dosimetry is a must for appropriate molecular radiotherapy Med Phys 46 4713-4716

[3] Overgaard J(2007)Computational anthropomorphic models of the human anatomy: the path to realistic Monte Carlo modeling in radiological sciences Annu Rev Biomed Eng 9 471-500

[4] Debus J(1999)MIRD pamphlet No. 17: the dosimetry of nonuniform activity distributions-radionuclide S values at the voxel level. Medical Internal Radiation Dose Committee J Nucl Med 40 11S-36S

[5] Bentzen SM(2009)Hybrid patient-dependent phantoms covering statistical distributions of body morphometry in the US adult and pediatric population Proc IEEE 97 2060-2075

[6] Daartz J(2019)Development of a library of adult computational phantoms based on anthropometric indexes IEEE Trans Radiat Plasma Med Sci 3 65-75

[7] Stabin MG(2010)Deformable adult human phantoms for radiation protection dosimetry: anthropometric data representing size distributions of adult worker populations and software algorithms Phys Med Biol 55 3789-3811

[8] Madsen MT(2019)Construction of patient-specific computational models for organ dose estimation in radiological imaging Med Phys 46 2403-2411

[9] Zaidi H(2019)Estimation of the radiation dose in pregnancy: an automated patient-specific model using convolutional neural networks Eur Radiol 29 6805-6815

[10] Zaidi H(1997)Implementation and evaluation of patient-specific three-dimensional internal dosimetry J Nucl Med 38 301-308