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researcher

K. Dobruch-Sobczak

4 papers hereh-index 191.1k citations80 works total

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

author position
  • middle author4

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

fields
  • cs.CV2
  • eess.IV1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedMonitoring breast cancer response to neoadjuvant chemotherapy with ultrasound signal statistics and integrated backscatter

31 citations · 44 across the 4 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2018★ 7 cited

Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning

Michal Byra, Tomasz Sznajder, Danijel Korzinek +4

Deep learning algorithms, especially convolutional neural networks, have become a methodology of choice in medical image analysis. However, recent studies in computer vision show t…

cs.CV2017

Added value of morphological features to breast lesion diagnosis in ultrasound

Michał Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska +1

Ultrasound imaging plays an important role in breast lesion differentiation. However, diagnostic accuracy depends on ultrasonographer experience. Various computer aided diagnosis s…

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