AI for Health

🇬🇧 Why are clinical-signals from text-based patient health records game changer to make performant AI model forecasts?

Nov 10 10:00 - 10:30

Présentée par

Description

Monitoring complex care pathways is a key factor for hospitals operational success: both for patient's satisfaction and proper cost management. Detecting which care pathway are likely to be complex is a challenging task for an AI model, solely considering the available information at the entry point in the hospital (e.g. age, sex, GEMSA code, CCMU code). We illustrate the AI-models weak inference capabilities when not considering text report, as it contains most of the clinical insights.

Themes