Published January 2024 | Version v3
Dataset Open

Score-Based Generative Models for PET Image Reconstruction

  • 1. ROR icon University College London
  • 2. ROR icon University of Bremen

Description

Data for Score-Based Generative Models for PET Image Reconstruction. All simuations based on BrainWeb dataset. The image simulation either taken from Georg Schramm's BrainWeb simulation in 2D, or in 3D it was simulated using BrainWeb package. The 2D measurements were simulated using pyParallelProj and 3D measurements using SIRF (with STIR backend).

Files

SGMs_for_PET_code.zip

Files (10.3 GB)

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md5:81517e4c56e39e40ff42467d58b464ad
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Additional details

References

  • C.A. Cocosco, V. Kollokian, R.K.-S. Kwan, A.C. Evans : "BrainWeb: Online Interface to a 3D MRI Simulated Brain Database" NeuroImage, vol.5, no.4, part 2/4, S425, 1997 -- Proceedings of 3-rd International Conference on Functional Mapping of the Human Brain, Copenhagen, May 1997.
  • R.K.-S. Kwan, A.C. Evans, G.B. Pike : "MRI simulation-based evaluation of image-processing and classification methods" IEEE Transactions on Medical Imaging. 18(11):1085-97, Nov 1999.
  • R.K.-S. Kwan, A.C. Evans, G.B. Pike : "An Extensible MRI Simulator for Post-Processing Evaluation" Visualization in Biomedical Computing (VBC'96). Lecture Notes in Computer Science, vol. 1131. Springer-Verlag, 1996. 135-140.
  • D.L. Collins, A.P. Zijdenbos, V. Kollokian, J.G. Sled, N.J. Kabani, C.J. Holmes, A.C. Evans : "Design and Construction of a Realistic Digital Brain Phantom" IEEE Transactions on Medical Imaging, vol.17, No.3, p.463--468, June 1998.
  • http://www.bic.mni.mcgill.ca/brainweb/
  • https://zenodo.org/records/4897350
  • https://github.com/casperdcl/brainweb/tree/master
  • https://github.com/gschramm/pyparallelproj
  • https://github.com/SyneRBI/SIRF
  • https://github.com/UCL/STIR