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

Informazioni relative al progetto

eCREAM

ID dell’accordo di sovvenzione: 101057726

DOI

10.3030/101057726

Data della firma CE 23 Maggio 2022

Data di avvio 1 Settembre 2022

Data di completamento 31 Agosto 2027

Finanziato da

• Health

Costo totale

€ 7 294 250,00

Contributo UE

€ 7 294 249,00

Coordinato da

ISTITUTO DI RICERCHE FARMACOLOGICHE MARIO NEGRI
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Peer reviewed articles (4)

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

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

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

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

Autori: 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
Pubblicato in: Briefings in Bioinformatics, 2024, ISSN 1477-4054
Editore: Oxford Academic
DOI: 10.1093/BIB/BBAE262

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

Autori: 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
Pubblicato in: Frontiers in Disaster and Emergency Medicine, Numero 3, 2025, ISSN 2813-7302
Editore: 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

Autori: Casola, Silvia; Labruna, Tiziano; Lavelli, Alberto; Magnini, Bernardo
Pubblicato in: 2023
Editore: CLiC-it 2023
DOI: 10.5281/ZENODO.11083482

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

Autori: 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
Pubblicato in: 2024
Editore: LREC-COLING 2024
DOI: 10.5281/ZENODO.11083802

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

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

Converting Annotated Clinical Cases into Structured Case Report Forms

Autori: Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Pubblicato in: Proceedings of the 24th Workshop on Biomedical Language Processing, 2025
Editore: Association for Computational Linguistics
DOI: 10.18653/V1/2025.BIONLP-1.26