************************ PET ************************ The tutorials use data that can be downloaded `here `_. +++++++++++++ GATE Data +++++++++++++ The following 4 tutorials demonstrate the full capabilities of PET reconstruction in PyTomography with GATE data of a simulated brain phantom. The tutorials cover sinogram/listmode and nonTOF/TOF reconstruction with scatter (nonTOF/TOF) and random correction. .. grid:: 1 2 4 4 :gutter: 2 .. grid-item-card:: GATE Sinogram :link: ../notebooks/t_PETGATE_scat_sino :link-type: doc :link-alt: PETGATE Scatter Sinogram tutorial :text-align: center :material-outlined:`psychology;4em;sd-text-secondary` .. grid-item-card:: GATE TOF Sinogram :link: ../notebooks/t_PETGATE_scat_sinoTOF :link-type: doc :link-alt: PETGATE Scatter Sinogram TOF tutorial :text-align: center :material-outlined:`psychology;4em;sd-text-secondary` .. grid-item-card:: GATE Listmode :link: ../notebooks/t_PETGATE_scat_lm :link-type: doc :link-alt: PETGATE Scatter LM tutorial :text-align: center :material-outlined:`psychology;4em;sd-text-secondary` .. grid-item-card:: GATE TOF Listmode :link: ../notebooks/t_PETGATE_scat_lmTOF :link-type: doc :link-alt: PETGATE Scatter LM TOF tutorial :text-align: center :material-outlined:`psychology;4em;sd-text-secondary` +++++++++++++++++++ Clinical Data from Discovery MI +++++++++++++++++++ This tutorial demonstrates how to reconstruct data exported from the GE software Duetto (listmode enabled). .. grid:: 1 2 4 4 :gutter: 2 .. grid-item-card:: Discovery MI :link: ../notebooks/t_GE_HDF5 :link-type: doc :link-alt: GE HDF5 tutorial :text-align: center :material-outlined:`camera;4em;sd-text-secondary` .. grid-item-card:: Uncertainty Estimation :link: ../notebooks/t_uncertainty_pet :link-type: doc :link-alt: GE HDF5 tutorial :text-align: center :material-outlined:`question_mark;4em;sd-text-secondary` +++++++++++++++++++ AI-Based reconstruction +++++++++++++++++++ This tutorial demonstrates how to use the Deep Image Prior (DIP) reconstruction algorithm for reconstruction of brain phantom used in the GATE tutorials, and includes the development of a PyTorch neural network. .. grid:: 1 2 4 4 :gutter: 2 .. grid-item-card:: GATE Deep Image Prior :link: ../notebooks/t_PETGATE_DIP :link-type: doc :link-alt: PETGATE DIP tutorial :text-align: center :material-outlined:`psychology;4em;sd-text-secondary` .. toctree:: :maxdepth: 1 :hidden: ../notebooks/t_PETGATE_scat_sino ../notebooks/t_PETGATE_scat_sinoTOF ../notebooks/t_PETGATE_scat_lm ../notebooks/t_PETGATE_scat_lmTOF ../notebooks/t_GE_HDF5 ../notebooks/t_uncertainty_pet ../notebooks/t_PETGATE_DIP