Description du poste

Sepsis Prediction by Intelligent Continuous Evaluation (SPICE)

Artificial Intelligence for Continuous Physiological Monitoring in Critical Care

1. Context and Subject

Sepsis remains one of the leading causes of mortality worldwide and a major burden for intensive care units. Despite advances in monitoring, many episodes of hemodynamic deterioration or inappropriate fluid administration remain difficult to predict in real time. Continuous high-frequency physiological signals, including electrocardiography, invasive and non-invasive arterial pressure, plethysmography, and respiratory traces, contain rich yet underexploited information on circulatory responsiveness and impending instability.

The SPICE project, developed within the IHU Prometheus initiative, aims to build a multimodal, intelligent surveillance framework capable of identifying early physiopathological transitions in septic patients. A particular focus ...