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Ralf Raumanns

7 papers hereh-index 359 citations8 works total

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

author position
  • first author4
  • middle author2

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

fields
  • cs.CV2
  • cs.LG2
  • cs.AI1
  • cs.CY1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning

3 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

Robustness and sex differences in skin cancer detection: logistic regression vs CNNs

Nikolette Pedersen, Regitze Sydendal, Andreas Wulff +3

Deep learning has been reported to achieve high performances in the detection of skin cancer, yet many challenges regarding the reproducibility of results and biases remain. This s…

cs.CV2021

ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification

Ralf Raumanns, Gerard Schouten, Max Joosten +2

We present ENHANCE, an open dataset with multiple annotations to complement the existing ISIC and PH2 skin lesion classification datasets. This dataset contains annotations of visu…

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