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RECRUITING
NCT06927791

MAchine Learning to Boost the Early Diagnosis of Acute Cardiovascular Conditions

Sponsor: University Hospital, Basel, Switzerland

View on ClinicalTrials.gov

Summary

The research project aims to develop clinical decision support tools integrating established diagnostic variables and machine learning (ML) models for rapid diagnosis of acute life-threatening cardiovascular conditions in emergency department (ED) patients with chest pain or dyspnea with the ultimate goal of Improved diagnostic accuracy, faster patient management, and reduced medical errors.

Key Details

Gender

All

Age Range

18 Years - Any

Study Type

OBSERVATIONAL

Enrollment

200000

Start Date

2024-04-01

Completion Date

2027-03

Last Updated

2025-04-15

Healthy Volunteers

No

Interventions

OTHER

Machine learning based development of a diagnostic tool for acute cardiovascular disease

MALBEC will be delivered through five integrated work packages (WP) encompassing: (0) platform development and implementation, (1) data pooling, (2) model development, (3) performance comparison, (4) performance validation, and (5) platform plugin

Locations (1)

University Hospital Basel

Basel, Switzerland