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

Informacje na temat projektu

eCREAM

Identyfikator umowy o grant: 101057726

DOI

10.3030/101057726

Data podpisania przez KE 23 Maja 2022

Data rozpoczęcia 1 Września 2022

Data zakończenia 31 Sierpnia 2027

Finansowanie w ramach

• Health

Koszt całkowity

€ 7 294 250,00

Wkład UE

€ 7 294 249,00

Koordynowany przez

ISTITUTO DI RICERCHE FARMACOLOGICHE MARIO NEGRI
Italy

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Peer reviewed articles (9)

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

Autorzy: 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
Opublikowane w: Frontiers in Disaster and Emergency Medicine, 2025, ISSN 2813-7302
Wydawca: 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

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

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

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

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

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

Autorzy: 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
Opublikowane w: Frontiers in Disaster and Emergency Medicine, Numer 4, 2026, ISSN 2813-7302
Wydawca: Frontiers Media SA
DOI: 10.3389/FEMER.2026.1748193

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

Autorzy: 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
Opublikowane w: Briefings in Bioinformatics, 2024, ISSN 1477-4054
Wydawca: Oxford Academic
DOI: 10.1093/BIB/BBAE262

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

Autorzy: 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
Opublikowane w: Frontiers in Disaster and Emergency Medicine, Numer 3, 2025, ISSN 2813-7302
Wydawca: Frontiers Media SA
DOI: 10.3389/FEMER.2025.1558499

State of emergency care in Slovakia: a scoping review

Autorzy: Vladimira Timkova, Pavol Mikula, Zuzana Katreniakova, Lukas Olsavsky, Iveta Nagyova
Opublikowane w: International Journal of Emergency Medicine, Numer 19, 2026, ISSN 1865-1380
Wydawca: 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

Autorzy: 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
Opublikowane w: Frontiers in Disaster and Emergency Medicine, Numer 3, 2025, ISSN 2813-7302
Wydawca: 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

Autorzy: Casola, Silvia; Labruna, Tiziano; Lavelli, Alberto; Magnini, Bernardo
Opublikowane w: 2023
Wydawca: CLiC-it 2023
DOI: 10.5281/ZENODO.11083482

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

Autorzy: 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
Opublikowane w: 2024
Wydawca: LREC-COLING 2024
DOI: 10.5281/ZENODO.11083802

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

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

Converting Annotated Clinical Cases into Structured Case Report Forms

Autorzy: Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Opublikowane w: Proceedings of the 24th Workshop on Biomedical Language Processing, 2025
Wydawca: Association for Computational Linguistics
DOI: 10.18653/V1/2025.BIONLP-1.26