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researcher

Ralf Floca

7 papers hereh-index 488 citations24 works total

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

author position
  • middle author5
  • last author1

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG2
  • eess.IV1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

works on
federated learning 2compliance 1differential privacy 1gradient inversion 1healthcare 1privacy leakage 1privacy-preserving AI 1radiology reports 1tokenizer design 1

From the 2 of 7 linked papers with an AI index.

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2025

The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection

Katharina Eckstein, Constantin Ulrich, Michael Baumgartner +5

Large-scale pre-training holds the promise to advance 3D medical object detection, a crucial component of accurate computer-aided diagnosis. Yet, it remains underexplored compared…

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