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researcher

B. vanGinneken

30 papers hereh-index 204.2k citations37 works total

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

author position
  • middle author20
  • last author8

Across the 28 of 30 papers where every author was matched, so the position is known.

fields
  • eess.IV15
  • cs.CV13
  • cs.CL1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedValidation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge

1.4k citations · 3.4k across the 30 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

eess.IV2022★ 1 cited

Domain adaptation strategies for cancer-independent detection of lymph node metastases

Péter Bándi, Maschenka Balkenhol, Marcory van Dijk +3

Recently, large, high-quality public datasets have led to the development of convolutional neural networks that can detect lymph node metastases of breast cancer at the level of ex…

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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