Combining multi-shell diffusion with conventional mri improves molecular diagnosis of diffuse gliomas with deep learning

HIGHLIGHTS

  • who: Golestan Karami and collaborators from the Department of Neuroscience, Imaging and Clinical Sciences, Gabriele D`Annunzio University, Chieti, Italy have published the paper: Combining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning, in the Journal: (JOURNAL) of 21/Dec/2022
  • what: The aim of this work is to evaluate the potential benefit of cMRI and dMRI in DL-based models. Using a dataset of 146 patients with gliomas (from grade 2 to 4) the model was trained and evaluated with nested cross-validation on pre-operative cMRI . . .

     

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