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Mélanie Roschewitz

16 papers hereh-index 8220 citations19 works total

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

author position
  • first author6
  • middle author8
  • last author1

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.AI2
  • eess.IV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedRobust semi-supervised segmentation with timestep ensembling diffusion models

2 citations · 3 across the 9 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2025

CF-Seg: Counterfactuals meet Segmentation

Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia +4

Segmenting anatomical structures in medical images plays an important role in the quantitative assessment of various diseases. However, accurate segmentation becomes significantly…

eess.IV2024★ 1 cited

Radio-opaque artefacts in digital mammography: automatic detection and analysis of downstream effects

Amelia Schueppert, Ben Glocker, Mélanie Roschewitz

This study investigates the effects of radio-opaque artefacts, such as skin markers, breast implants, and pacemakers, on mammography classification models. After manually annotatin…

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