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researcher

J. Nalepa

27 papers hereh-index 354.3k citations272 works total

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

author position
  • first author7
  • middle author11
  • last author9

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG5
  • quant-ph4
  • eess.IV2
  • cs.DC1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedHyperspectral Data Augmentation

4 citations · 12 across the 14 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2024

Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning

Mariusz Bujny, Katarzyna Jesionek, Jakub Nalepa +4

Precise localization of coronary arteries in Computed Tomography (CT) scans is critical from the perspective of medical assessment of coronary artery disease. Although various meth…

eess.IV2019

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz +8

Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) plays an important role in diagnosis and grading of brain tumor. Although manual DCE biomarker extraction algorithms…

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