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CORDIS - EU research results
CORDIS

enabling Clinical Research in Emergency and Acute care Medicine through automated data extraction

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

Analysis of operative and technol. context (opens in new window)

Report on the analysis of the operative and technological context

Study initiation package for the clinical study 2 (opens in new window)

Study initiation package for the clinical study planned for use cases 2

Communication, dissemination, exploitation 1 (opens in new window)

Interim communication, dissemination and exploitation reports

Consortium Agreement (opens in new window)
Requirements and task definition (opens in new window)

Report on requirements and task definition

Risk and Management and Quality Assurance Plan (opens in new window)
Draft data-sharing management plan (opens in new window)

Draft data-sharing management plan, covering ethical and legal issues

Study initiation package for the clinical study 1 (opens in new window)

Study initiation package for the clinical study planned for use cases 1

Publications

A cost-effective approach to counterbalance the scarcity of medical datasets (opens in new window)

Author(s): Bernardo Magnini; Saeed Farzi; Pietro Ferrazzi; Pietro Ferrazzi; Soumitra Ghosh; Alberto Lavelli; Giulia Mezzanotte; Manuela Speranza
Published in: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Publisher: Frontiers in Disaster and Emergency Medicine
DOI: 10.3389/FEMER.2025.1558200

Exploring the Latest Highlights in Medical Natural Language Processing across Multiple Languages: A Survey (opens in new window)

Author(s): Anastassia Shaitarova, Jamil Zaghir, Alberto Lavelli, Michael Krauthammer, Fabio Rinaldi
Published in: IMIA Yearbook of Medical Informatics, 2023, 2023, ISSN 2364-0502
Publisher: Georg Thieme Verlag KG
DOI: 10.1055/s-0043-1768726

Sharing sensitive data in life sciences: an overview of centralized and federated approaches (opens in new window)

Author(s): Maria A Rujano; Jan-Willem Boiten; Christian Ohmann; Steve Canham; Sergio Contrino; Romain David; Jonathan Ewbank; Claudia Filippone; Claire Connellan; Ilse Custers; Rick van Nuland; Michaela Th Mayrhofer; Petr Holub; Eva García Álvarez; Emmanuel Bacry; Nigel Hughes; Mallory A Freeberg; Birgit Schaffhauser; Harald Wagener; Alex Sánchez-Pla; Guido Bertolini; Maria Panagiotopoulou
Published in: Briefings in Bioinformatics, 2024, ISSN 1477-4054
Publisher: Oxford Academic
DOI: 10.1093/BIB/BBAE262

Format of emergency department electronic health records in Europe. The European initiative and the eCREAM proposal (opens in new window)

Author(s): Guido Bertolini, Giulia Irene Ghilardi, Chiara Pandolfini, Alessandro Bacchiega, Felice Catania, Bernardo Magnini, Peter Mitro, George Notas, Gregor Prosen, Pankaj Sharma, Jacek Górka, Giovanni Nattino
Published in: Frontiers in Disaster and Emergency Medicine, Issue 3, 2025, ISSN 2813-7302
Publisher: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1558208

Testing ChatGPT for Stability and Reasoning: A Case Study Using Italian Medical Specialty Tests (opens in new window)

Author(s): Casola, Silvia; Labruna, Tiziano; Lavelli, Alberto; Magnini, Bernardo
Published in: 2023
Publisher: CLiC-it 2023
DOI: 10.5281/ZENODO.11083482

Testing ChatGPT for Stability and Reasoning: A Case Study Using Italian Medical Specialty Tests (opens in new window)

Author(s): Silvia Casola, Tiziano Labruna, Alberto Lavelli, Bernardo Magnini
Published in: CEUR Workshop Proceedings, 2023, ISSN 1613-0073
Publisher: CEUR
DOI: 10.5281/ZENODO.11083481

MedMT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain (opens in new window)

Author(s): García-Ferrero, Iker; Agerri, Rodrigo; Salazar Atutxa, Aitziber; Cabrio, Elena; de la Iglesia, Iker; Lavelli, Alberto; Magnini, Bernardo; Molinet, Benjamin; Ramirez-Romero, Johana; Rigau, German; Villa-Gonzales, Jose Maria; Villata, Serena; Zaninello, Andrea
Published in: 2024
Publisher: LREC-COLING 2024
DOI: 10.5281/ZENODO.11083802

Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents (opens in new window)

Author(s): Saeed Farzi, Soumitra Ghosh, Alberto Lavelli, Bernardo Magnini
Published in: Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2024.BIONLP-1.21

Converting Annotated Clinical Cases into Structured Case Report Forms (opens in new window)

Author(s): Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Published in: Proceedings of the 24th Workshop on Biomedical Language Processing, 2025
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2025.BIONLP-1.26

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