This software repository contains code that can be applied to set up and verify the spatial referencing information of a blockedImage object derived from a Whole Slide Image (WSI) of tumor specimens. Blocked images work with multiresolution images. In multiresolution images, image data is stored as a set of images at different resolution levels. Blocked images assume that the spatial extents of each level are the same. When working with multiresolution images, the first step is to validate this assumption. The code is written in Matlab programming language and it is commented. It can be used and adapted to the user context. The files contain scripts that can be used to create blockedimage objects, to explore the spatial referencing of the tumor multiresolution blocked image and to verify the aspect ratio. The blocks derived from the multiresolution blocked image can be used to train a Convolutional Neural Network (CNN).

Processing of tumor multiresolution blocked images

Roberto Loi
;
Monica Pibiri
2025-01-01

Abstract

This software repository contains code that can be applied to set up and verify the spatial referencing information of a blockedImage object derived from a Whole Slide Image (WSI) of tumor specimens. Blocked images work with multiresolution images. In multiresolution images, image data is stored as a set of images at different resolution levels. Blocked images assume that the spatial extents of each level are the same. When working with multiresolution images, the first step is to validate this assumption. The code is written in Matlab programming language and it is commented. It can be used and adapted to the user context. The files contain scripts that can be used to create blockedimage objects, to explore the spatial referencing of the tumor multiresolution blocked image and to verify the aspect ratio. The blocks derived from the multiresolution blocked image can be used to train a Convolutional Neural Network (CNN).
2025
Blocked images; multiresolution images; Tumor classification.
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/458425
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact