Deep learning-based framework for motion-compensated image fusion in catheterization procedures

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Ina Vernikouskaya, Dagmar Bertsche, Wolfgang Rottbauer, Volker Rasche

Published: 2022, Last Modified: 07 Nov 2025Comput. Medical Imaging Graph. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Convolutional neural network is capable to extract the motion from fluoroscopic frames.•The network composes motion prediction from multiple parts of the input.•Image fusion significantly benefits from automatic extraction of the motion from 2D XR images.•The communication between Keras model and client application is handled via the REST API.