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researcher

Francesco Grussu

University College London

6 papers hereh-index 211.8k citations82 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • physics.med-ph4
  • eess.IV2
affiliations
  • University College London
ORCID 0000-0002-0945-3909

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedUncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement

28 citations · 52 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

physics.med-ph2022★ 10 cited

Considerations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 2 -- Ex vivo imaging: added value and acquisition

Kurt G Schilling, Francesco Grussu, Andrada Ianus +54

The value of preclinical diffusion MRI (dMRI) is substantial. While dMRI enables in vivo non-invasive characterization of tissue, ex vivo dMRI is increasingly used to probe tissue…

physics.med-ph2022★ 10 cited

Considerations and Recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 1 -- In vivo small-animal imaging

Ileana O Jelescu, Francesco Grussu, Andrada Ianus +54

Small-animal diffusion MRI (dMRI) has been used for methodological development and validation, characterizing the biological basis of diffusion phenomena, and comparative anatomy.…

eess.IV2022★ 3 cited

Progressive Subsampling for Oversampled Data - Application to Quantitative MRI

Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu +3

We present PROSUB: PROgressive SUBsampling, a deep learning based, automated methodology that subsamples an oversampled data set (e.g. multi-channeled 3D images) with minimal loss…

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