Search Results for author: Erin Mazerolle

Found 2 papers, 0 papers with code

Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis

no code implementations9 Sep 2022 Jueqi Wang, Derek Berger, Erin Mazerolle, Othman Soufan, Jacob Levman

Longitudinal brain FLAIR MRI in MS, involving repetitively imaging a patient over time, provides helpful information for clinicians towards monitoring disease progression.

Image Generation

Lesion-Specific Prediction with Discriminator-Based Supervised Guided Attention Module Enabled GANs in Multiple Sclerosis

no code implementations30 Aug 2022 Jueqi Wang, Derek Berger, Erin Mazerolle, Jean-Alexis Delamer, Jacob Levman

In conclusion, our results indicate that the proposed method achieves higher accuracy and reduces the standard deviation of the prediction errors in the lesion area compared with other models with similar overall performance.

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