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researcher

J. Litniewski

3 papers hereh-index 181.2k citations135 works total

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

author position
  • middle author1
  • last author2

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

fields
  • eess.IV2
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedMonitoring breast cancer response to neoadjuvant chemotherapy with ultrasound signal statistics and integrated backscatter

31 citations · 37 across the 3 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2022

Deep meta-learning for the selection of accurate ultrasound based breast mass classifier

Michal Byra, Piotr Karwat, Ivan Ryzhankow +6

Standard classification methods based on handcrafted morphological and texture features have achieved good performance in breast mass differentiation in ultrasound (US). In compari…

eess.IV2020★ 6 cited

Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net

Michal Byra, Piotr Jarosik, Katarzyna Dobruch-Sobczak +4

We propose a novel deep learning based approach to breast mass segmentation in ultrasound (US) imaging. In comparison to commonly applied segmentation methods, which use US images,…

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