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researcher

Karol Gotkowski

10 papers hereh-index 5127 citations13 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • eess.IV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedGaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging

38 citations · 66 across the 9 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

1 paper · 2 filters

cs.CV2024★ 4 cited

Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation

Karol Gotkowski, Klaus H. Maier-Hein, Fabian Isensee

Scribble supervision has emerged as a promising approach for reducing annotation costs in medical 3D segmentation by leveraging sparse annotations instead of voxel-wise labels. Whi…

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