Fit of biokinetic data in molecular radiotherapy: a machine learning approach

Dewaraja YK(2014)Tumor-absorbed dose predicts progression-free survival following (131)I-tositumomab radioimmunotherapy J Nucl Med 55 1047-1053

Schipper MJ(2009)MIRD pamphlet No. 21: a generalized schema for radiopharmaceutical dosimetry-standardization of nomenclature J Nucl Med 50 477-484

Shen J(1999)MIRD pamphlet no. 16: Techniques for quantitative radiopharmaceutical biodistribution data acquisition and analysis for use in human radiation dose estimates J Nucl Med 40 37S-61S

Bolch WE(2007)Choosing the optimal fit function: comparison of the Akaike information criterion and the F-test Med Phys 34 4285-4292

Eckerman KF(1989)Regression and time series model selection in small samples Biometrika 76 297-307

Sgouros G(2013)Molecular radiotherapy: the NUKFIT software for calculating the time-integrated activity coefficient Med Phys 40 102504-487

Siegel JA(2019)Machine learning and deep learning in medical imaging: intelligent imaging J Med Imaging Radiat Sci 50 477-458

Thomas SR(2019)Machine learning in nuclear medicine: part 1-introduction J Nucl Med 60 451-29

Stubbs JB(2021)Machine learning in nuclear medicine: part 2-neural networks and clinical aspects J Nucl Med 62 22-3223

Glatting G(2002)Estimation and implications of random errors in whole-body dosimetry for targeted radionuclide therapy Phys Med Biol 47 3211-1412

Dewaraja YK(2014)Tumor-absorbed dose predicts progression-free survival following (131)I-tositumomab radioimmunotherapy J Nucl Med 55 1047-1053

Schipper MJ(2009)MIRD pamphlet No. 21: a generalized schema for radiopharmaceutical dosimetry-standardization of nomenclature J Nucl Med 50 477-484

Shen J(1999)MIRD pamphlet no. 16: Techniques for quantitative radiopharmaceutical biodistribution data acquisition and analysis for use in human radiation dose estimates J Nucl Med 40 37S-61S

Bolch WE(2007)Choosing the optimal fit function: comparison of the Akaike information criterion and the F-test Med Phys 34 4285-4292

Eckerman KF(1989)Regression and time series model selection in small samples Biometrika 76 297-307

Sgouros G(2013)Molecular radiotherapy: the NUKFIT software for calculating the time-integrated activity coefficient Med Phys 40 102504-487

Siegel JA(2019)Machine learning and deep learning in medical imaging: intelligent imaging J Med Imaging Radiat Sci 50 477-458

Thomas SR(2019)Machine learning in nuclear medicine: part 1-introduction J Nucl Med 60 451-29

Stubbs JB(2021)Machine learning in nuclear medicine: part 2-neural networks and clinical aspects J Nucl Med 62 22-3223

Glatting G(2002)Estimation and implications of random errors in whole-body dosimetry for targeted radionuclide therapy Phys Med Biol 47 3211-1412