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Time-Triggered Federated Learning over Wireless Networks

Summary: A Federated Learning Algorithm that Optimizes the Communication Overhead among Multiple Users What Federated learning is a form of collaborative machine learning, which allows to maintain user’s privacy while using user’s data. The proposed technology is a time-triggered algorithm for exchanging and aggregating data between...

Published: 12/12/2023 | Inventor(s):

Keywords(s):

Category(s): Physical Sciences, Platform Technologies, Software, Telecoms, Artificial Intelligence

Solid NURBS Parametrisation for Iso-geometric Analysis

Summary: A resolution-free parametrisation of complex 3D structures using Non-Uniform Rational B-Splines (NURBS) to enable next-generation of simulations with iso-geometric analysis. What A method to compactly parametrise 3D solid structures for next-generation finite-element analysis from different input data. The method uses a minimal...

Published: 25/01/2024 | Inventor(s): Jorge Cardoso, Stefano Moriconi, Sebastien Ourselin, Parashkev Nachev

Keywords(s):

Category(s): Platform Technologies, Software

Biological Flow Simulations Using Graphs

Summary: A method for automate high-performance flow characteristics simulations using graph structures. This allows to quantify complex behaviour in large-scale biological networks. What A method to compute flow characteristics from 3D images of biological networks, such as the patient vasculature or airways. The geometrical features are...

Published: 12/12/2023 | Inventor(s): Jorge Cardoso, Stefano Moriconi, Sebastien Ourselin, Parashkev Nachev

Keywords(s):

Category(s): Software, Diagnostics, Platform Technologies

Nektar1D: A Numerical Code for Solving 1-D Equations of Blood Flow

Summary: A code for computing blood flow and blood pressure drop in a given network of compliant vessel. What Nektar1D is a code for solving nonlinear, one-dimensional (1-D) equations of blood flow in any given network of compliant vessels, subject to boundary and initial conditions. Why Understanding how the shapes of pressure...

Published: 25/01/2024 | Inventor(s): Jordi Alastruey-Arimon

Keywords(s):

Category(s): Software, Platform Technologies

Novel image reconstruction technology

Background Image reconstruction arises in many fields such as medical and pre-clinical imaging (e.g. positron emission tomography (PET), single photon emission computed tomography (SPECT), magnetic resonance imaging (MRI) and computed tomography (CT)). Image reconstruction is critically important: it takes the raw data from a scanner and represents...

Published: 12/12/2023 | Inventor(s): Andrew Reader

Keywords(s):

Category(s): Medical devices, Physical Sciences, Software, Platform Technologies