Author

Björn Lampinen

Lund UniversityORCID 0000-0001-8441-4443Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1

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Carl‐Fredrik WestiniD· 1 shared Filip SzczepankiewicziD· 1 shared João P. de Almeida MartinsiD· 1 shared Marco PalomboiD· 1 shared Markus NilssoniD· 1 shared Peter Thomas WhileiD· 1 shared

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1 shared paperNeuroscience

Carl‐Fredrik WestinORCID

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1 paper

Recent·Most cited

NeuroscienceNeuroImagePeer-reviewedSep 22, 2021

Neural Networks for parameter estimation in microstructural MRI: a study with a high-dimensional diffusion-relaxation model of white matter microstructure

João P. de Almeida Martins, Markus Nilsson, Björn Lampinen…·Filip Szczepankiewicz

This study uses deep neural networks to accelerate parameter estimation in a high-dimensional diffusion-relaxation MRI model but finds that machine learning cannot replace careful acquisition protocol design.

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