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researcher

Marcin Sieniek

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
same name
  • Marcin Sieniek — 1 paper

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

most citedSupervised Transfer Learning at Scale for Medical Imaging

23 citations · 25 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022

Enabling faster and more reliable sonographic assessment of gestational age through machine learning

Chace Lee, Angelica Willis, Christina Chen +8

Fetal ultrasounds are an essential part of prenatal care and can be used to estimate gestational age (GA). Accurate GA assessment is important for providing appropriate prenatal ca…

cs.LG2022★ 2 cited

AI system for fetal ultrasound in low-resource settings

Ryan G. Gomes, Bellington Vwalika, Chace Lee +26

Despite considerable progress in maternal healthcare, maternal and perinatal deaths remain high in low-to-middle income countries. Fetal ultrasound is an important component of ant…

cs.CV2021★ 23 cited

Supervised Transfer Learning at Scale for Medical Imaging

Basil Mustafa, Aaron Loh, Jan Freyberg +12

Transfer learning is a standard technique to improve performance on tasks with limited data. However, for medical imaging, the value of transfer learning is less clear. This is lik…

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