Search results

• 2023

  Single-Modality Supervised Joint PET-MR Image Reconstruction

  Corda-D'Incan, G., Schnabel, J. A., Hammers, A. & Reader, A., 1 Sept 2023, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 7, 7, p. 742-754 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Joints (Structural Components) 100%
  • Image Reconstruction 100%
  • Algorithms 50%
  • Arthroplasty 37%
  • Reconstruction Accuracy 25%
  4 Citations (Scopus)

  126 Downloads (Pure)
• 2022

  Dense Syn-Net: Inter-Modal and Self-Guided Deep Learned PET-MR Reconstruction

  Corda-D'Incan, G., Schnabel, J. & Reader, A., 27 Sept 2022, Dense Syn-Net: Inter-Modal and Self-Guided Deep Learned PET-MR Reconstruction.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

• Self-Guided and MR-Guided Deep-Learned Post-Reconstruction PET Processing

  Corda-D'Incan, G., Schnabel, J. & Reader, A., 27 Sept 2022, Self-Guided and MR-Guided Deep Learned Post-Reconstruction PET Processing.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper
• 2021

  Iteration-Dependent Networks and Losses for Unrolled Deep Learned FBSEM PET Image Reconstruction

  Corda, G., Schnabel, J. & Reader, A., 2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC). IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Image Reconstruction 100%
  • Expectation Maximization Algorithm 50%
  • Data Show 50%
  • Maximum a Posteriori 50%
  • Greater Stability 50%

• Memory-Efficient Training for Fully Unrolled Deep Learned PET Image Reconstruction with Iteration-Dependent Targets

  Corda-D’Incan, G., Schnabel, J. A. & Reader, A. J., 20 Jul 2021, (Accepted/In press) In: Transactions on Radiation and Plasma Medical Sciences. 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Training 100%
  • Image Reconstruction 100%
  • Error 16%
  • Expectation Maximization Algorithm 16%
  • Data Show 16%
  266 Downloads (Pure)

• Syn-Net for Synergistic Deep-Learned PET-MR Reconstruction

  Corda, G., Schnabel, J. & Reader, A., 2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC). IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Algorithms 100%
  • reconstruction algorithm 100%
  • User 49%
  • Neural Network 49%
  • Network Architecture 49%
• 2020

  Deep Learning for PET Image Reconstruction

  Reader, A., Corda, G., Mehranian, A., da Costa-Luis, C. O., Ellis, S. & Schnabel, J., 1 Aug 2020, (Accepted/In press) In: Transactions on Radiation and Plasma Medical Sciences. 27 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Positron Emission Tomography 100%
  • Learning 100%
  • Image Reconstruction 100%
  • Positron-Emission Tomography 100%
  • Tomography 100%
  928 Downloads (Pure)