3 papers
physics.med-ph2024
Deposition simulations of realistic dosages in patient-specific airways with two- and four-way coupling
Josh Williams, Jose Manuel Menendez Montes, Steve Cunningham +2
Inhalers spray over 100 million drug particles into the mouth, where a significant portion of the drug may deposit. Understanding how the complex interplay between particle and sol…
physics.med-ph2023
Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks
Josh Williams, Haavard Ahlqvist, Alexander Cunningham +7
For the one billion sufferers of respiratory disease, managing their disease with inhalers crucially influences their quality of life. Generic treatment plans could be improved wit…
q-bio.QM2023
pyssam -- a Python library for statistical modelling of biomedical shape and appearance
Josh Williams, Ali Ozel, Uwe Wolfram
pyssam is a Python library for creating statistical shape and appearance models (SSAMs) for biological (and other) shapes such as bones, lungs or other organs. A point cloud best d…