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Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks.

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 with the aid of computational models that account for patient-specific features such as breathing pattern, lung pathology a...

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Principais autores: Josh Williams, Haavard Ahlqvist, Alexander Cunningham, Andrew Kirby, Ira Katz, John Fleming, Joy Conway, Steve Cunningham, Ali Ozel, Uwe Wolfram
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science (PLoS) 2024-01-01
Serija:PLoS ONE
Online dostop:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0297437&type=printable
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