Search Results for author: James P. Hague

Found 3 papers, 0 papers with code

Simultaneous self-organization of arterial and venous networks driven by the physics of global power optimization

no code implementations4 Aug 2023 James P. Hague

I present a method for determining the globally optimal structure of interlocking arterial and venous (arteriovenous) networks.

Rapid prediction of lab-grown tissue properties using deep learning

no code implementations31 Mar 2023 Allison E. Andrews, Hugh Dickinson, James P. Hague

These are used to train an implementation of the \texttt{pix2pix} deep learning model, reserving $740$ cases that were unseen in the training of the neural network for training and validation.

The role of vascular complexity on optimal junction exponents

no code implementations14 Jul 2020 Jonathan Keelan, James P. Hague

We examine the role of complexity on arterial tree structures, determining globally optimal vessel arrangements using the Simulated AnneaLing Vascular Optimization (SALVO) algorithm, which we have previously used to reproduce features of cardiac and cerebral vasculatures.

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