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RECRUITING
NCT06240572

Development of a Natural Language Processing Tool to Enable Clinical Research in Emergency Medicine

Sponsor: Mario Negri Institute for Pharmacological Research

View on ClinicalTrials.gov

Summary

The goal of this retrospective cohort study is to develop and validate a language model that can interpret the contents of emergency department electronic medical records and extract relevant information for research purposes in all adult patients who arrived at the participating emergency departments in a three-year period. The main question it aims to answer is: is the language model able to interpret the contents of emergency department electronic medical records and extract the requested information from them so that it can be used to make accurate analyses and predictions? The study is retrospective and data will be extracted automatically from the medical health records.

Official title: Development and Validation of a Natural Language Processing Tool to Enable Clinical Research in Emergency and Acute Care Medicine: Retrospective Cohort Study

Key Details

Gender

All

Age Range

18 Years - Any

Study Type

OBSERVATIONAL

Enrollment

300000

Start Date

2024-10-01

Completion Date

2026-10

Last Updated

2025-05-13

Healthy Volunteers

Yes

Interventions

OTHER

no intervention

no intervention

Locations (8)

Istituto di Ricerche Farmacologiche Mario Negri IRCCS

Milan, Milan, Italy

AOU Policlinico 'G.Rodolico - San Marco'

Catania, Italy

ASST Grande Ospedale Metropolitano Niguarda

Milan, Italy

Ospedale Luigi Sacco

Milan, Italy

Ospedale San Luigi Gonzaga

Orbassano, Italy

Ospedale Santa Maria delle Grazie

Pozzuoli, Italy

Ospedale San Giovanni Bosco

Torino, Italy

Ospedale Sant'Andrea

Vercelli, Italy