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M. Sofka

5 papers hereh-index 221.8k citations65 works total

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

author position
  • last author5

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

fields
  • cs.CV2
  • eess.IV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedDSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction

27 citations · 35 across the 5 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 2 cited

ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration

Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi +3

Establishing voxelwise semantic correspondence across distinct imaging modalities is a foundational yet formidable computer vision task. Current multi-modality registration techniq…

cs.CV2019

Straight to the point: reinforcement learning for user guidance in ultrasound

Fausto Milletari, Vighnesh Birodkar, Michal Sofka

Point of care ultrasound (POCUS) consists in the use of ultrasound imaging in critical or emergency situations to support clinical decisions by healthcare professionals and first r…

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