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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: 07/08/2024
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Inventor(s):
Keywords(s):
Category(s):
Physical Sciences
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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: 03/09/2024
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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: 03/09/2024
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Inventor(s):
Jorge Cardoso
,
Stefano Moriconi
,
Sebastien Ourselin
,
Parashkev Nachev
Keywords(s):
Category(s):
Software
,
Diagnostics
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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: 28/05/2024
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Inventor(s):
Jordi Alastruey-Arimon
Keywords(s):
Category(s):
Software
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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: 03/09/2024
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Inventor(s):
Andrew Reader
Keywords(s):
Category(s):
Medical devices
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Physical Sciences
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Software
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Platform Technologies