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CORDIS

Synthetic generation of hematological data over federated computing frameworks

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Data and metadata model (opens in new window)

Data and metadata model assumptions, design principles and formats for data integration ensuring syntactic and semantic interoperability

Impact master plan (opens in new window)

Document detailing the project dissemination and communicationplan outlining the target groups and relevant tailored outreach strategies and the project communication channels

Quality assurance guidelines (opens in new window)

Reference document indicating standards procedures and guidelines for project management internal communication meetings and reporting as well as selfassessmentgoals and key performance indicators for each WP

Ethical design requirements (opens in new window)

The document will describe the ethical requirements andthe theoretical framework of ethics best practices to be implemented in the SDG pipelines.

Data management plan (opens in new window)

Document assessing project data flows data collection processing storage and interoperability of data in the project

Project website (opens in new window)

Project website with information on the project partners and relevant news

Publications

Sickle cell disease landscape and challenges in the EU: the ERN-EuroBloodNet perspective (opens in new window)

Author(s): María del Mar Mañú Pereira, PhD Raffaella Colombatti, MD Federico Alvarez, PhD Prof Pablo Bartolucci, MD Celeste Bento, PhD Angelo Loris Brunetta, BSS Elena Cela, MD Soteroula Christou, MD Anna Collado, MD Prof Mariane de Montalembert, MD Laurence Dedeke
Published in: The Lancet Haematology, Issue Volume 10, Issue 8, 2023, ISSN 2352-3026
Publisher: Elsevier Limited
DOI: 10.1016/S2352-3026(23)00182-5

Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review (opens in new window)

Author(s): Pablo A. Osorio-Marulanda; Gorka Epelde; Mikel Hernandez; Imanol Isasa; Nicolas Moreno Reyes; Andoni Beristain Iraola
Published in: IEEE Access, Issue Volume 2, 2024, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3417608

Automated Knowledge-Based Cybersecurity Risk Assessment of Cyber-Physical Systems (opens in new window)

Author(s): Stephen C. Phillips; Steve Taylor; Michael Boniface; Stefano Modafferi; Mike Surridge
Published in: IEEE Access, Issue Volume 12, 2024, ISSN 2169-3536
Publisher: IEEE
DOI: 10.1109/ACCESS.2024.3404264

Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology (opens in new window)

Author(s): gastone.castellani@unibo.it, Saverio D'Amico , MEng1; Daniele Dall’Olio , PhD2; Claudia Sala , PhD3; Lorenzo Dall’Olio , PhD2; Elisabetta Sauta , PhD1; Matteo Zampini , PhD1; Gianluca Asti , MSc1; Luca Lanino , MD1,4; Giulia Maggioni, MD1,4; Victor Savev
Published in: JCO Clinical Cancer Informatics, 2023, ISSN 2473-4276
Publisher: JCO Clinical Cancer Informatics
DOI: 10.1200/CCI.23.000

MOSAIC: An Artificial Intelligence–Based Framework for Multimodal Analysis, Classification, and Personalized Prognostic Assessment in Rare Cancers (opens in new window)

Author(s): Saverio D'Amico, MEng, Lorenzo Dall’Olio, PhD, Cesare Rollo, PhD, Patricia Alonso, PhD, Iñigo Prada-Luengo, PhD
Published in: Clinical Cancer Informatics, Issue Volume 8, 2024, ISSN 2473-4276
Publisher: JCO
DOI: 10.1200/CCI.24.00008

Personalized Timing for Allogeneic Stem-Cell Transplantation in Hematologic Neoplasms: A Target Trial Emulation Approach Using Multistate Modeling and Microsimulation (opens in new window)

Author(s): Caterina Gregorio, PhD, Marta Spreafico, PhD, Saverio D'Amico, MEng, Elisabetta Sauta, PhD, Gianluca Asti, PhD, Luca Lanino, MD, Cristina Astrid Tentori, MD, Uwe Platzbecker, MD, Torsten Haferlach, MD, Maria Diez-Campelo, MD, Pierre Fenaux, MD, Rami Komro
Published in: JCO Clinical Cancer Informatics, Issue Volume 8, 2024, ISSN 1548-8756
Publisher: ASCO Publications
DOI: 10.1200/CCI.23.0020

Clinical and Genomic-Based Decision Support System to Define the Optimal Timing of Allogeneic Hematopoietic Stem-Cell Transplantation in Patients With Myelodysplastic Syndromes (opens in new window)

Author(s): Cristina Astrid Tentori, MD, Caterina Gregorio, PhD, Marie Robin, MD, Nico Gagelmann, MD, Carmelo Gurnari, MD, Somedeb Ball, MD, Juan Carlos Caballero Berrocal, MD, Luca Lanino, MD, Saverio D'Amico, MEng, Marta Spreafico, PhD, Giulia Maggioni, MD, Erica
Published in: Journal of Clinical Oncology, 2024, ISSN 1548-8756
Publisher: ASCO Publishing
DOI: 10.1200/JCO.23.0217

Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis 30 January 2024 (opens in new window)

Author(s): Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis Bamidis & Evdokimos Konstantinidis
Published in: BMC Medical Informatics and Decision Making, Issue 24, 2024, ISSN 1472-6947
Publisher: BioMed Central
DOI: 10.1186/s12911-024-02427-0

Protecting Multiple Sensitive Attributes in Synthetic Micro-data (opens in new window)

Author(s): Rudolf Mayer,Nina Niederhametner
Published in: IEEE Big Data 2023, 2024, ISSN 2473-2001
Publisher: IEEE
DOI: 10.1109/BigData59044.2023.10386296

Clinical Text Reports to Stratify Patients Affected with Myeloid Neoplasms Using Natural Language Processing (opens in new window)

Author(s): Gianluca Asti, Elisabetta Sauta, Nico Curti, Gianluca Carlini, Lorenzo Dall'Olio, Luca Lanino, Giulia Maggioni, Alessia Campagna, Marta Ubezio, Antonio Russo, Gabriele Todisco, Cristina Astrid Tentori, Pierandrea Morandini, Marilena Bicchieri, Maria Chiar
Published in: Blood - American Society of Haematology, Issue Volum 142, 2023, ISSN 1528-0020
Publisher: Blood - American Society of Haematology
DOI: 10.1182/blood-2023-188292

Synthetic Histopathological Images Generation with Artificial Intelligence to Accelerate Research and Improve Clinical Outcomes in Hematology (opens in new window)

Author(s): ianluca Asti, Saverio D'Amico, Nico Curti, Gianluca Carlini, Elisabetta Sauta, Nicolas Riccardo Derus, Daniele Dall'Olio, Claudia Sala, Lorenzo Dall'Olio, Luca Lanino, Giulia Maggioni, Alessia Campagna, Marta Ubezio, Antonio Russo, Gabriele Todisco, Crist
Published in: Blood - American Society of Haematology, Issue Volume 142, 2023, ISSN 1528-0020
Publisher: Blood - American Society of Haematology
DOI: 10.1182/blood-2023-187521

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