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Intra-voxel Incoherent Motion Image Reconstruction using LSTM Networks

Description

  • LSTM model is trained to reconstruct the IVIM image signal values.
  • Uses the Dipy dataset and the IVIM parameter distribution values of brain image obtained from research papers.

Publication

John, A., Raju, J., Ushadevi Amma, C., Francis, J., & Shoby, A. (2023). A novel deep learning approach for b-value optimisation in intravoxel incoherent motion magnetic resonance imaging on simulated data. International Journal of Medical Engineering and Informatics, 1(1). doi:10.1504/ijmei.2023.10058833

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Reconstructs the IVIM MRI images using LSTM networks.

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