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institution

University Hospital Brno

Czechia

6 papers here453 citations across 6
fields
  • cs.CV1
  • cs.LG1
  • cs.SD1
  • eess.IV1
  • q-bio.QM1
  • stat.AP1
ROR 00qq1fp34OpenAlex

affiliations via OpenAlex

output
20192022
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • B. Kozlíková1 · h 20
  • C. Travieso-González1 · h 29
  • D. Bednář1 · h 32
  • D. Berankova1 · h 10
  • Ilona Eliasova1 · h 14
  • I. Rektorová1 · h 45
  • Jan Kocica1 · h 6
  • J. B. Alonso-Hernández1 · h 9
  • J. Byška1 · h 12
  • J. Mekyska1 · h 28
  • Katarína Furmanová1 · h 9
  • K. Lopez-de-Ipina1 · h 8
collaborating institutions
  • Masaryk UniversityCZ6 papers
  • Imperial College LondonGB3 papers
  • Technical University of MunichDE3 papers
  • TUM KlinikumDE3 papers
  • Alberta Machine Intelligence InstituteCA2 papers
  • American College of RadiologyUS2 papers
  • Aminu Kano Teaching HospitalNG2 papers
  • Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
  • Baylor College of MedicineUS2 papers
  • Brigham and Women's HospitalUS2 papers
  • Brno University of TechnologyCZ2 papers
  • Case Western Reserve UniversityUS2 papers
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2020

Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation

Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez +1

We present a novel approach of 2D to 3D transfer learning based on mapping pre-trained 2D convolutional neural network weights into planar 3D kernels. The method is validated by th…

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