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researcher

M. Baumgartner

21 papers hereh-index 143k citations45 works total

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

author position
  • first author2
  • middle author16

Across the 18 of 21 papers where every author was matched, so the position is known.

fields
  • eess.IV10
  • cs.CV8
  • cs.LG3
same name
  • M. Baumgartner — 10 papers, h 12
  • M. Baumgartner — 4 papers, h 6
  • M. Baumgartner — 1 paper, h 2
  • M. Baumgartner — 1 paper, h 1

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

activity
20192026
most citedMetrics reloaded: Recommendations for image analysis validation

469 citations · 1.4k across the 20 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 452 cited

MONAI: An open-source framework for deep learning in healthcare

M. Jorge Cardoso, Wenqi Li, Richard Brown +53

Artificial Intelligence (AI) is having a tremendous impact across most areas of science. Applications of AI in healthcare have the potential to improve our ability to detect, diagn…

cs.CV2022★ 469 cited

Metrics reloaded: Recommendations for image analysis validation

Lena Maier-Hein, Annika Reinke, Patrick Godau +71

Increasing evidence shows that flaws in machine learning (ML) algorithm validation are an underestimated global problem. Particularly in automatic biomedical image analysis, chosen…

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