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CORDIS - EU research results
CORDIS

Central Repository for Digital Pathology

Deliverables

Report on initial requirements

Establishment of initial requirements on infrastructure as understood by academic and industrial partners with a starting point in existing services for genomics ELIXIR AAI REMS Federated EGA code documentation Beacon and for biobank discoverability BBMRI Directory

Report on private execution model implementation in operational environment
Report on unified open digital slide and annotation format specification
Report on status of operational services implementation

Report on status of operational services implementation (M30): Report on status of implementation of REMS, federated data access, Beacon, export to BBMRI Directory in the operational BIGPICTURE infrastructure

Overview of the legal frameworks of all countries involved in BIGPICTURE
Report on landscape of guidelines, standards and regulatory requirements relevant for digital pathology, non-clinical

Report on landscape of guidelines standards and regulatory requirements relevant for digital pathology nonclinical

Report on hardware scaling

Report on progress of BIGPICTURE hardware capacity scaling

Project website

A public project website will be delivered

Report on integration and validation of QC algorithms and associated source code in the BIGPICTURE infrastructure
Report on pilot operations

Report on results from T2.5 Pilot operation in WP2 Phase III Refinements

Report on landscape of guidelines, standards and regulatory requirements relevant for digital pathology, clinical
Report on status of pilot services implementation

Report on status of implementation of REMS federated data access Beacon export to BBMRI Directory in the pilot BIGPICTURE infrastructure

Report on private execution model implementation in pilot environment

Report on private execution model implantation in pilot environment

Report on the pilot system establishment

Report on establishment a pilot of stateoftheart systems development platform to support collaborative development of digital pathology adaptations to forks of existing services including version control issue tracking continuous integration and deployment

Report on node network organisation model

sustainable node network organisation model responsible for mediating and collecting datasets from beneficiaries and third parties and to contribute them to the BIGPICTURE data repository

Report on employment of quality control automation

Report on results from 3.10 (qc tool)

Report on user requirements specification for Cytomine

Endusers eg clinical pathologists toxicological pathologists academic researchers will establish precise requirements for enduser tools incl user interfaces manual annotation tools and workflows and AI tools including programming interfaces inputsoutputs

Report on defined and first collected datasets

Report on results from 32 36 and 37

WSI format to DICOM conversion tools

Whole-slide image format to DICOM conversion tools

BIGPICTURE Community online

Community as part of the BIGPICTURE website is online

Publications

End-to-end learning for detecting MYC translocations

Author(s): Stephan Dooper, Geert Litjens
Published in: MIDL 2022 Short Papers, Issue Yearly, 2022, Page(s) -
Publisher: -

Streaming Convolutional Attention Models

Author(s): Stephan Dooper Geert Litjens Hans Pinckaers
Published in: MEDICAL IMAGING MEETS NEURIPS An official NeurIPS Workshop - 14 December 2021, Issue Yearly, 2021, Page(s) -
Publisher: -

Artifact Augmentation for Learning-based Quality Control of Whole Slide Images 

Author(s): Artur Jurgas, Marek Wodzinski, Weronika Celniak, Manfredo Atzori, Henning Mueller 
Published in: -, Issue 1-4, 2023, Page(s) IEEE
Publisher: IEEE
DOI: 10.1109/embc40787.2023.10340997

Deep learning in histopathology: the path to the clinic

Author(s): Jeroen van der Laak, Geert Litjens & Francesco Ciompi
Published in: Nature Medicine, Issue 27 (2021), 2021, Page(s) pages775–784, ISSN 1078-8956
Publisher: Nature Publishing Group
DOI: 10.1038/s41591-021-01343-4

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