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researcher

Isabel Kaltenborn

2 papers here

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.IV2
same name
  • Isabel Kaltenborn — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedQuality monitoring of federated Covid-19 lesion segmentation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2022

Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation

Camila Gonzalez, Karol Gotkowski, Moritz Fuchs +5

Automatic segmentation of ground glass opacities and consolidations in chest computer tomography (CT) scans can potentially ease the burden of radiologists during times of high res…

eess.IV2021★ 1 cited

Quality monitoring of federated Covid-19 lesion segmentation

Camila Gonzalez, Christian Harder, Amin Ranem +5

Federated Learning is the most promising way to train robust Deep Learning models for the segmentation of Covid-19-related findings in chest CTs. By learning in a decentralized fas…

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