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What is Gaussianization of Diffusion MRI Data about?

The paper presents a new adaptive filtering approach called multi-kernel filter (MKF) for Gaussianizing diffusion MRI data, which addresses the noise floor issue that biases diffusion parameter estimation. MKF utilizes a clustering framework to create spatially-varying filtering kernels, improving phase correction by adapting to the varying noise distribution in real data. Extensive experiments demonstrate that MKF significantly enhances spatial adaptivity and outperforms existing state-of-the-art filtering

Author

Vanshaj Yadav

Language

EN