Published November 28, 2020 | Version 0.1
Dataset Open

PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset

Creators

  • 1. Jesús Usón Minimally Invasive Surgery Centre
  • 2. TECNALIA, Basque Research and Technology Alliance (BRTA)
  • 3. Hospital Universitario Basurto
  • 4. Basque Biobank
  • 5. Imperial College London

Description

The PICCOLO White-Light and Narrow-Band Imaging Colonoscopic dataset comprises 3433 manually annotated images (2131 white-light images 1302 narrow-band images), originated from 76 lesions from 40 patients, which are distributed into training (2203), validation (897) and test (333) sets assuring patient independence between sets. Furthermore, clinical metadata are also provided for each lesion.

Files

applsci-10-08501-v3.pdf

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Additional details

Related works

Is documented by
Journal article: 10.3390/app10238501 (DOI)

Funding

PICCOLO – Multimodal highly-sensitive PhotonICs endoscope for improved in-vivo COLOn Cancer diagnosis and clinical decision support 732111
European Commission

References

  • Sánchez-Peralta, L.F.; Pagador, J.B.; Picón, A.; Calderón, Á.J.; Polo, F.; Andraka, N.; Bilbao, R.; Glover, B.; Saratxaga, C.L.; Sánchez-Margallo, F.M. PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset: A Performance Comparative of Models and Datasets. Appl. Sci. 2020, 10, 8501.