Search Results for author: Lauren Partin

Found 2 papers, 1 papers with code

Multifidelity data fusion in convolutional encoder/decoder networks

no code implementations10 May 2022 Lauren Partin, Gianluca Geraci, Ahmad Rushdi, Michael S. Eldred, Daniele E. Schiavazzi

We analyze the regression accuracy of convolutional neural networks assembled from encoders, decoders and skip connections and trained with multifidelity data.

Decoder regression

An analysis of reconstruction noise from undersampled 4D flow MRI

1 code implementation11 Jan 2022 Lauren Partin, Daniele E. Schiavazzi, Carlos A. Sing Long

Novel Magnetic Resonance (MR) imaging modalities can quantify hemodynamics but require long acquisition times, precluding its widespread use for early diagnosis of cardiovascular disease.

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