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researcher

L. Magister

16 papers hereh-index 7666 citations22 works total

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

author position
  • first author6
  • middle author10

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CL2
  • cs.CV2
  • cs.AI1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedGCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks

14 citations · 36 across the 15 of their papers we have counts for

collaborators
Showing physics.med-phShow all

1 paper · 1 filter

physics.med-ph2023★ 1 cited

Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians

Alessandro Farace di Villaforesta, Lucie Charlotte Magister, Pietro Barbiero +1

To address the challenge of the ``black-box" nature of deep learning in medical settings, we combine GCExplainer - an automated concept discovery solution - along with Logic Explai…

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