Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Monte Carlo treatment planning.

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Presentation transcript:

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Monte Carlo treatment planning for small animal microCT-based radiotherapy M. Bazalova, H. Zhou, P. Keall, E. Graves Stanford University, CA, USA

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Small animal radiotherapy at Stanford microCT 2D transl. stage 2 stage collimationsystem collimatordesign

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Small animal irradiation

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Motivation For kilovoltage photon beams, the dose has to be calculated by the Monte Carlo (MC) method. For kilovoltage photon beams, the dose has to be calculated by the Monte Carlo (MC) method. The aim of this work is to investigate The aim of this work is to investigate – the efficiency of MC dose calculation for kV photon beams in submillimeter voxels – the importance of tissue segmentation for kV photon beam BEAMnrc and DOSXYZnrc EGSnrc codes are used. BEAMnrc and DOSXYZnrc EGSnrc codes are used. Two methods for dose calculations are studied and optimized. Two methods for dose calculations are studied and optimized. Dual-energy microCT imaging is studied. Dual-energy microCT imaging is studied.

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS MC dose calculations

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Two calculation approaches: comparison For (0.2×0.2×0.2) mm 3, 120 kVp beam beam < 30 mm phase-space files beam < 30 mm phase-space files beam > 30 mm beam > 30 mm BEAMnrc source 3.0 GHz machine

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Tissue segmentation How important is it for MC dose calculations using the microCT 120kVp beam? a)b) c) 34 ICRU tissues ICRU tissues 0.3<ρ<1.9 (g/cm 3 ) 6.7<Z<14.0

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Tissue segmentation - Results Need to know Z.

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Dual-energy microCT (DEmCT) imaging DEmCT is based on a parameterization of the linear attenuation coefficient. DEmCT is based on a parameterization of the linear attenuation coefficient. Results in ρ and Z of each voxel. Results in ρ and Z of each voxel. Tested on a mouse phantom and a calibration phantom with 70 and 120 kVp beams. Tested on a mouse phantom and a calibration phantom with 70 and 120 kVp beams.

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS DEmCT phantom: Results ρ and Z extracted with a reasonable accuracy ρ and Z extracted with a reasonable accuracy beam hardening does seem to play a role (will be investigated) beam hardening does seem to play a role (will be investigated) noise is an important issue, image quality should be improved noise is an important issue, image quality should be improved

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS DEmCT of a frozen mouse 11 organs of a mouse delineated and the mean HU of each organ used for DEmCT 11 organs of a mouse delineated and the mean HU of each organ used for DEmCT mouse extracted ICRU human tissues

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Conclusions Monte Carlo dose calculations using the EGSnrc codes for microCT-based small animal radiotherapy have been investigated. Monte Carlo dose calculations using the EGSnrc codes for microCT-based small animal radiotherapy have been investigated. For beams with diameters larger than 30 mm, BEAMnrc sources should be used as opposed to phase- space files. For beams with diameters larger than 30 mm, BEAMnrc sources should be used as opposed to phase- space files. Tissue segmentation is an important factor. the absorbed dose in a tissue correlates with the atomic number Z of the tissue. Tissue segmentation is an important factor. the absorbed dose in a tissue correlates with the atomic number Z of the tissue. Dual energy microCT is a promising technique for tissue segmentation for small animal radiotherapy dose calculations. Dual energy microCT is a promising technique for tissue segmentation for small animal radiotherapy dose calculations.

Department of Radiation Oncology and BIO-X, School of Medicine Stanford University Molecular Imaging Program at Stanford MIPS Acknowledgements Geoff Nelson Geoff Nelson Manuel Rodriguez Manuel Rodriguez Rahil Jogani Rahil Jogani Fred van den Haak Fred van den Haak The work is supported by NIH grant R01 CA The work is supported by NIH grant R01 CA