CORDIS Project
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This project develops an advanced artificial intelligence framework for predicting clinical outcomes in intensive care units using complex electronic health records. By leveraging generative pre-trained models and federated learning, it aims to enhance patient care through explainable predictions while ensuring data pr…
Background:
Artificial intelligence (AI) holds great promise for improving patient care, but challenges related to data irregularity and complexity have hindered its translation into clinical practice.
Modelling rich longitudinal electronic health records (EHRs) such as those found in intensive care units (ICUs) remains especially difficult, as they represent a complex interplay between the patient’s health and clinical decisions made in response.Objectives:
We aim to develop a robust AI framewo…
MEDIZINISCHE UNIVERSITAT INNSBRUCK
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