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

Informations projet

eCREAM

N° de convention de subvention: 101057726

DOI

10.3030/101057726

Date de signature de la CE 23 Mai 2022

Date de début 1 Septembre 2022

Date de fin 31 Août 2027

Financé au titre de

• Health

Coût total

€ 7 294 250,00

Contribution de l’UE

€ 7 294 249,00

Coordonné par

ISTITUTO DI RICERCHE FARMACOLOGICHE MARIO NEGRI
Italy

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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

Auteurs: 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
Publié dans: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Éditeur: 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

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

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

Auteurs: Bernardo Magnini; Saeed Farzi; Pietro Ferrazzi; Pietro Ferrazzi; Soumitra Ghosh; Alberto Lavelli; Giulia Mezzanotte; Manuela Speranza
Publié dans: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Éditeur: 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

Auteurs: Anastassia Shaitarova, Jamil Zaghir, Alberto Lavelli, Michael Krauthammer, Fabio Rinaldi
Publié dans: IMIA Yearbook of Medical Informatics, 2023, 2023, ISSN 2364-0502
Éditeur: Georg Thieme Verlag KG
DOI: 10.1055/s-0043-1768726

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

Auteurs: 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
Publié dans: Frontiers in Disaster and Emergency Medicine, Numéro 4, 2026, ISSN 2813-7302
Éditeur: Frontiers Media SA
DOI: 10.3389/FEMER.2026.1748193

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

Auteurs: 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
Publié dans: Briefings in Bioinformatics, 2024, ISSN 1477-4054
Éditeur: Oxford Academic
DOI: 10.1093/BIB/BBAE262

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

Auteurs: 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
Publié dans: Frontiers in Disaster and Emergency Medicine, Numéro 3, 2025, ISSN 2813-7302
Éditeur: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1558499

State of emergency care in Slovakia: a scoping review

Auteurs: Vladimira Timkova, Pavol Mikula, Zuzana Katreniakova, Lukas Olsavsky, Iveta Nagyova
Publié dans: International Journal of Emergency Medicine, Numéro 19, 2026, ISSN 1865-1380
Éditeur: 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

Auteurs: 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
Publié dans: Frontiers in Disaster and Emergency Medicine, Numéro 3, 2025, ISSN 2813-7302
Éditeur: 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

Auteurs: Casola, Silvia; Labruna, Tiziano; Lavelli, Alberto; Magnini, Bernardo
Publié dans: 2023
Éditeur: CLiC-it 2023
DOI: 10.5281/ZENODO.11083482

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

Auteurs: 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
Publié dans: 2024
Éditeur: LREC-COLING 2024
DOI: 10.5281/ZENODO.11083802

Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents

Auteurs: Saeed Farzi, Soumitra Ghosh, Alberto Lavelli, Bernardo Magnini
Publié dans: Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2024.BIONLP-1.21

Converting Annotated Clinical Cases into Structured Case Report Forms

Auteurs: Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Publié dans: Proceedings of the 24th Workshop on Biomedical Language Processing, 2025
Éditeur: Association for Computational Linguistics
DOI: 10.18653/V1/2025.BIONLP-1.26