Summary of Main Properties of 8 PVE Correction Approaches*
Property | RC | GTM | Deconvolution | Partition based | Multiresolution | Fitting | Anatomic maximum a posteriori | Kinetic modeling |
---|---|---|---|---|---|---|---|---|
Assumes tumor is spheric? | No | No | No | No | No | Yes | No | No |
Assumes known tumor volume? | Yes | Yes | No | Yes | No | Yes | Yes | No |
Assumes uniform tumor uptake? | Yes | Yes | Not necessarily | Yes | No | Yes | No | No |
Assumption(s) regarding tissues surrounding tumor | Locally uniform, known uptake | Piecewise constant, unknown uptake | No | Piecewise constant, known uptake | Gray levels correlated with those of anatomic data | Locally uniform, unknown uptake | Partially known | No |
Needs anatomic data? | Not necessarily | Yes, registered | No | Yes, registered | Yes, registered | No | Yes | Not necessarily |
Mode of action | After reconstruction | After reconstruction | After reconstruction | After reconstruction | After reconstruction | After reconstruction | During reconstruction | After reconstruction, time series required |
Type of results | Tumor uptake value | Tumor average uptake value | Tumor average uptake value | Image of tumor compartment | PVE-corrected image | Tumor average uptake value | PVE-corrected image | Kinetic parameters compensated for PVE |
Reference(s) for PET tumor imaging | 7,17,18,22,23,50,51,53,54 | 30 | 37 | 38 | 47,50 |
↵* Desirable properties are shown in bold type.