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researcher

Matthew Muckley

Facebook AI Research

17 papers hereh-index 193.7k citations45 works total

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

author position
  • first author3
  • middle author13

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • eess.IV5
  • cs.CL2
  • cs.LG2
  • cs.AI1
affiliations
  • Facebook AI Research
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedfastMRI: An Open Dataset and Benchmarks for Accelerated MRI

555 citations · 1.3k across the 16 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020★ 313 cited

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh +20

Accelerating MRI scans is one of the principal outstanding problems in the MRI research community. Towards this goal, we hosted the second fastMRI competition targeted towards reco…

eess.IV2020★ 267 cited

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Florian Knoll, Tullie Murrell, Anuroop Sriram +8

Purpose: To advance research in the field of machine learning for MR image reconstruction with an open challenge. Methods: We provided participants with a dataset of raw k-space da…

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