Abstract
Background: Pathology departments and biobanks are increasingly using
Digital Pathology (DP) images for sharing of research results, ring trials,
education, fast second-opinion diagnostics, pathology panels, digital
back-up of slides, image analysis algorithms, and etcetera. To fully
exploit the potential of DP, the BIOPOOL project develops software for
extracting and gathering DP slides with well defined associated data
from multiple biobanks and pathology archives to create pools of
images, as biobanks networks, on which clinicians and researchers can
search for reference, score for similarities with their own images using
an innovative Content Based Image Retrieval system, and perform indepth
image analyses. Methods: The BIOPOOL Proof-of-Concept (PoC)
with minimal, critical functionality serves as the basis on which the
system will be further developed. For this PoC we are studying existing
DP image formats and systems that could be of use, designed both PoC
and end-phase validation plans and end-phase functional requirements.
Results: For the PoC, only colon DP slides with associated data (normal
and high grade carcinoma), digitalised on Hamamatsu and Olympus
scanners, are used. Pathologists have assigned morphological areas of
interest for image searching development and creation of the basic DPpool,
which were both validated. Functional requirements include a
user-interface for searching on textual and morphology aspects, multiscanner
format support, storage capacity, computational power for
search processing and IT equipment and support. Conclusions: The PoC
model is a template for expanding the BIOPOOL system to full
functionality. After final validation BIOPOOL may then serve as a leading
example for using the full potential of DP imaging.
Original language | English |
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Publication status | Published - May 2013 |
Keywords
- content based image retrieval
- histology image
- image processing
- computer vision
Project and Funding Information
- Project ID
- info:eu-repo/grantAgreement/EC/FP7/296162/EU/SERVICES ASSOCIATED TO DIGITALISED CONTENTS OF TISSUES IN BIOBANKS ACROSS EUROPE/BIOPOOL
- Funding Info
- European Commission's FP7