Synthetic generation of hematological data over federated computing frameworks

Información del proyecto

SYNTHEMA

Identificador del acuerdo de subvención: 101095530

DOI

10.3030/101095530

Fecha de la firma de la CE 10 Noviembre 2022

Fecha de inicio 1 Diciembre 2022

Fecha de finalización 30 Noviembre 2026

Financiado con arreglo a

• Health

Coste total

€ 6 514 560,00

Aportación de la UE

€ 6 514 560,00

Coordinado por

UNIVERSIDAD POLITECNICA DE MADRID
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (4)

Data and metadata model

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

Impact master plan

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

Quality assurance guidelines

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

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

Data Management Plan (1)

Data management plan

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

Websites, patent fillings, videos etc. (1)

Project website

Project website with information on the project partners and relevant news

Publicaciones

Peer reviewed articles (7)

Sickle cell disease landscape and challenges in the EU: the ERN-EuroBloodNet perspective

Autores: 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
Publicado en: The Lancet Haematology, Edición Volume 10, Edición 8, 2023, ISSN 2352-3026
Editor: Elsevier Limited
DOI: 10.1016/S2352-3026(23)00182-5

Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review

Autores: Pablo A. Osorio-Marulanda; Gorka Epelde; Mikel Hernandez; Imanol Isasa; Nicolas Moreno Reyes; Andoni Beristain Iraola
Publicado en: IEEE Access, Edición Volume 2, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3417608

Automated Knowledge-Based Cybersecurity Risk Assessment of Cyber-Physical Systems

Autores: Stephen C. Phillips; Steve Taylor; Michael Boniface; Stefano Modafferi; Mike Surridge
Publicado en: IEEE Access, Edición Volume 12, 2024, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/ACCESS.2024.3404264

Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology

Autores: [e-mail], 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
Publicado en: JCO Clinical Cancer Informatics, 2023, ISSN 2473-4276
Editor: 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

Autores: Saverio D'Amico, MEng, Lorenzo Dall’Olio, PhD, Cesare Rollo, PhD, Patricia Alonso, PhD, Iñigo Prada-Luengo, PhD
Publicado en: Clinical Cancer Informatics, Edición Volume 8, 2024, ISSN 2473-4276
Editor: 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

Autores: 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
Publicado en: JCO Clinical Cancer Informatics, Edición Volume 8, 2024, ISSN 1548-8756
Editor: 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

Autores: 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
Publicado en: Journal of Clinical Oncology, 2024, ISSN 1548-8756
Editor: ASCO Publishing
DOI: 10.1200/JCO.23.0217

Conference proceedings (4)

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

Autores: Imanol Isasa, Mikel Hernandez, Gorka Epelde, Francisco Londoño, Andoni Beristain, Xabat Larrea, Ane Alberdi, Panagiotis Bamidis & Evdokimos Konstantinidis
Publicado en: BMC Medical Informatics and Decision Making, Edición 24, 2024, ISSN 1472-6947
Editor: BioMed Central
DOI: 10.1186/s12911-024-02427-0

Protecting Multiple Sensitive Attributes in Synthetic Micro-data

Autores: Rudolf Mayer,Nina Niederhametner
Publicado en: IEEE Big Data 2023, 2024, ISSN 2473-2001
Editor: IEEE
DOI: 10.1109/BigData59044.2023.10386296

Clinical Text Reports to Stratify Patients Affected with Myeloid Neoplasms Using Natural Language Processing

Autores: 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
Publicado en: Blood - American Society of Haematology, Edición Volum 142, 2023, ISSN 1528-0020
Editor: 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

Autores: 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
Publicado en: Blood - American Society of Haematology, Edición Volume 142, 2023, ISSN 1528-0020
Editor: Blood - American Society of Haematology
DOI: 10.1182/blood-2023-187521