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researcher

M. Alfarra

12 papers hereh-index 437 citations15 works total

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

author position
  • first author2
  • middle author9
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV4
  • cs.AI1
  • eess.IV1
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedFedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging

2 citations · 4 across the 11 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2024★ 2 cited

FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging

Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra +5

For medical imaging AI models to be clinically impactful, they must generalize. However, this goal is hindered by (i) diverse types of distribution shifts, such as temporal, demogr…

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