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Machine Learning Based Multi-Parameter Modeling for Prediction of Post-Inflammatory Lung Changes

<b>Objectives</b>: Prediction of lung function deficits following pulmonary infection is challenging and suffers from inaccuracy. We sought to develop machine-learning models for prediction of post-inflammatory lung changes based on COVID-19 recovery data. <b>Methods</b>: In the prospective CovILD s...

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Principais autores: Gerlig Widmann, Anna Katharina Luger, Thomas Sonnweber, Christoph Schwabl, Katharina Cima, Anna Katharina Gerstner, Alex Pizzini, Sabina Sahanic, Anna Boehm, Maxmilian Coen, Ewald Wöll, Günter Weiss, Rudolf Kirchmair, Leonhard Gruber, Gudrun M. Feuchtner, Ivan Tancevski, Judith Löffler-Ragg, Piotr Tymoszuk
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-03-01
coleção:Diagnostics
Assuntos:
artificial intelligence
lung CT
quantification
COVID-19
Acesso em linha:https://www.mdpi.com/2075-4418/15/6/783
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