Search results for: NOISY LABELS

• SegSperm - a dataset of sperm images for blurry and small object segmentation

  Open Research Data

  open access

  • E. Lewandowska
  • D. Węsierski
  • M. Mazur-Milecka
  • J. Liss
  • A. Jezierska

  Many deep learning applications require figure-ground segmentation. The performance of segmentation models varies across modalities and acquisition settings.

• Labeler-hot Detection of EEG Epileptic Transients

  Publication

  • Ł. Czekaj
  • W. Ziembla
  • P. Jezierski
  • P. Świniarski
  • A. Kołodziejak
  • P. Ogniewski
  • P. Niedbalski
  • A. Jezierska
  • D. Węsierski

  - Year 2019

  Preventing early progression of epilepsy and sothe severity of seizures requires effective diagnosis. Epileptictransients indicate the ability to develop seizures but humansoverlook such brief events in an electroencephalogram (EEG)what compromises patient treatment. Traditionally, trainingof the EEG event detection algorithms has relied on groundtruth labels, obtained from the consensus...

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