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researcher

M. U. Akbar

4 papers hereh-index 6183 citations20 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.IV3
  • cs.CV1
same name
  • M. U. Akbar — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedBeware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images

4 citations · 7 across the 4 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

1 paper · 2 filters

cs.CV2022★ 2 cited

Does an ensemble of GANs lead to better performance when training segmentation networks with synthetic images?

Måns Larsson, Muhammad Usman Akbar, Anders Eklund

Large annotated datasets are required to train segmentation networks. In medical imaging, it is often difficult, time consuming and expensive to create such datasets, and it may al…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.