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researcher

J. Nalepa

11 papers hereh-index 354.3k citations270 works total

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

author position
  • first author1
  • middle author8
  • last author2

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • quant-ph3
  • cs.CV1
  • cs.DC1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography

Jakub Nalepa, Tomasz Bartczak, Mariusz Bujny +7

Despite coronary artery calcium scoring being considered a largely solved problem within the realm of medical artificial intelligence, this paper argues that significant improvemen…

cs.CV2024

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI

Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew +4

Remote sensing (RS) applications in the space domain demand machine learning (ML) models that are reliable, robust, and quality-assured, making red teaming a vital approach for ide…

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