Maschinenlernen eines Neuronalen Netzwerks mit einem Neuronalen Spike-Netzwerk zur Vorhersage eines Zeitlichen Auftretens eines Klinischen Ereignisses

Details

Veröffentlichungs-Nr.

EP4797157

Anmeldetag

20. Februar 2025

Veröffentlichung

26. August 2026

Rechtsraum

EP

Abstract

The disclosure notably relates to a computer-implemented method for machine-learning a neural network comprising a Spike Neural Network for predicting a time occurrence of a clinical event. The method comprises providing a training dataset of training examples. Each training example comprises one or more time series of values of respective physiological measures of a patient over a past time period and a corresponding ground truth of a time occurrence of the clinical event. The method further comprises training the neural network based on the training dataset. The neural network is trained for taking as input one or more time series of values of the respective physiological measures of a patient over a past time period and for outputting a prediction of probabilities over a time period of the occurrence of the clinical event. The method is an improved solution for predicting a time occurrence of a clinical event.

Anmelder

Firma

Dassault Systèmes

Land

🇫🇷 Frankreich