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

Project Information

eCREAM

Grant agreement ID: 101057726

DOI

10.3030/101057726

EC signature date 23 May 2022

Start date 1 September 2022

End date 31 August 2027

Funded under

• Health

Total cost

€ 7 294 250,00

EU contribution

€ 7 294 249,00

Coordinated by

ISTITUTO DI RICERCHE FARMACOLOGICHE MARIO NEGRI
Italy

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

Documents, reports (15)

Analysis of operative and technol. context

Report on the analysis of the operative and technological context

Study initiation package for the clinical study 2

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

Communication, dissemination, exploitation 1

Interim communication, dissemination and exploitation reports

Communication, dissemination, exploitation 2

Interim communication, dissemination and exploitation reports

Platform functional requirements

Report on the platform functional requirements

Consortium Agreement
Performance of NLP models, Cycle I

Report on the performance of NLP models, Cycle I

Testing of hospital syst. interface modules

Outcome of the testing on hospital systems interface modules

Requirements and task definition

Report on requirements and task definition

Risk and Management and Quality Assurance Plan
First scientific paper

First scientific paper on international peer review journal

Draft data-sharing management plan

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

Testing of eCREAM interface modules

Outcome of the testing on eCREAM interface modules

Study initiation package for the clinical study 1

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

Architectural design

Other (1)

Feedback from Participants' ethics advisory boards

Report on feedback from Participants’ ethics advisory boards

Websites, patent fillings, videos etc. (1)

eCREAM website

Publications

Peer reviewed articles (9)

Exploiting EHRs using natural language processing to enable research in emergency medicine: a protocol for a study on hospitalization rates

Author(s): Rubini, Vicky; Aprà, Franco; Ghilardi, Giulia Irene; Górka, Jacek; Hricova, Katarína; John, Isaac; Lazúrová, Zora; Mitro, Peter; Nattino, Giovanni; Notas, George; Pandolfini, Chiara; porta, giovanni; Prosen, Gregor; Sharma, Pankaj; Strnad, Matej; Bertolini, Guido
Published in: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Publisher: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1558444

Legal and ethical considerations in the use of emergency department Electronic Health Records for research and quality improvement in emergency care: an EU project perspective

Author(s): Mihaela Matei; Rita Banzi; Maria Alexandra Rujano; Sergio Contrino; Giulia Irene Ghilardi; Chiara Pandolfini; Sergej Cernčič; Klara Mihaldinec; Isaac John; Jacques Demotes; Guido Bertolini
Published in: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Publisher: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1717690

A cost-effective approach to counterbalance the scarcity of medical datasets

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

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

Deploying the Medical Informatics Platform for cross-border federated analytics in FERES and eCREAM

Author(s): Georges Melissargos, Birgit Schaffhauser, Evdokia Mailli, Pauline Ducouret, Guido Bertolini, Patrik Michel, Maria A. Rujano, Giulia Irene Ghilardi, Alexander Salerno, Viktoria Bastic, Julien Dhallenne, Kostas Filippopolitis, Maria-Olympia Katsouli, Thanasis-Michail Karampatsis, Apostolos Glenis, Yannis Ioannidis, Philippe Ryvlin
Published in: Frontiers in Disaster and Emergency Medicine, Issue 4, 2026, ISSN 2813-7302
Publisher: Frontiers Media SA
DOI: 10.3389/FEMER.2026.1748193

Sharing sensitive data in life sciences: an overview of centralized and federated approaches

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

Enhancing electronic health records with real-time dashboards to improve patient care and service efficiency: a protocol

Author(s): Lorenzo Porta, Franco Aprà, Andrea Caccioppo, Felice Catania, Cinzia Colombo, David Fluck, Giulia Irene Ghilardi, Katarina Hricova, Isaac John, Zora Lazúrová, Jonah Lynch, Giovanni Nattino, George Notas, Chiara Pandolfini, Giovanni Porta, Vicky Rubini, Pankaj Sharma, Lok Thapa, Guido Bertolini
Published in: Frontiers in Disaster and Emergency Medicine, Issue 3, 2025, ISSN 2813-7302
Publisher: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1558499

State of emergency care in Slovakia: a scoping review

Author(s): Vladimira Timkova, Pavol Mikula, Zuzana Katreniakova, Lukas Olsavsky, Iveta Nagyova
Published in: International Journal of Emergency Medicine, Issue 19, 2026, ISSN 1865-1380
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/S12245-026-01144-X

Format of emergency department electronic health records in Europe. The European initiative and the eCREAM proposal

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

Conference proceedings (4)

Testing ChatGPT for Stability and Reasoning: A Case Study Using Italian Medical Specialty Tests

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

MedMT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain

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

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

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