System und Verfahren zur Verbesserung der Bildgebung Biologischer Objekte

Details

Veröffentlichungs-Nr.

EP4718101

Anmeldetag

30. September 2024

Veröffentlichung

1. April 2026

Rechtsraum

EP

IPC

(MAILHE BORIS et al.)(MALKIEL ITZIK et al.)

Abstract

The invention relates to a system (200) and a method (100) for imaging a part of a biological object (210), the method (100) comprising:- selecting (101) a reduced Image Acquisition Protocol, hereafter "IAP", for imaging said part of the biological object (210), wherein said reduced IAP has been obtained from a rich IAP by sub-sampling a set of imaging parameters of said rich IAP, wherein said set of imaging parameters are designed to control an acquisition of images by means of an imaging apparatus (220);- using (102) said reduced IAP for acquiring one or several images of said part of the biological object (210);- inputting (103) said one or several images into a trained Machine Learning, hereafter "ML", model that is configured for outputting, for each inputted image, one or several predicted images of said part of the biological object (210), wherein the ML model has been trained on input training data and output training data, wherein the input training data correspond to a first set of images obtained via said reduced IAP, and the output training data correspond to a corresponding second set of images obtained via said rich IAP;- providing (104), via an interface (202), said one or several predicted images.

Anmelder

Firmen

Centre Hospitalier Universitaire Vaudois
Siemens Healthineers AG

Land

🇨🇭 Schweiz