Augmented fluoroscopy

Augmented fluoroscopy

by | Feb 9, 2023

Enhancing Fluoroscopy-Guided Interventions: a Neural Network to Predict Vessel Deformation without Contrast Agents.   http://mimesis.inria.fr/wp-content/uploads/2023/02/interpolated.mp4 We propose a deep learning approach for the visualization of vessels during...
DeepPhysX

DeepPhysX

by | Jul 11, 2022

The purpose of DeepPhysX framework is to provide an interface between deep learning algorithms and numerical simulations. It is a full Python project with two main pipelines, allowing both to train artificial neural networks with simulated data and to use trained...

Optimus

by | Jul 11, 2022

The Optimus plugin was created to provide a testing environment for data-driven physics-based modeling (typically based on the finite element method). While the plugin currently implements only stochastic methods based on Kalman filtering, its architecture allows for...