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Diagnostic grade SHAP-prioritised machine learning for spirometry from high-dimensional qCT

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Year: 2025
Type: conference-abstract
Source: European Respiratory Journal
DOI: 10.1183/13993003.congress-2025.pa5193
Authors: Ollie Pitts, Rosella Arcucci, Anand Shah, Alex Bell, Christopher Brightling, Dave Singh, Janwillem Kocks, Leonardo Fabbri, Alberto Papi, Klaus Rabe, Maarten Van Den Berge, Monica Kraft, Salman Siddiqui
Institutions: Imperial College London, University of Michigan, National Institute for Health and Care Research, NIHR Leicester Biomedical Research Centre, University of Manchester, Manchester University NHS Foundation Trust, NIHR Manchester Biomedical Research Centre, General Practitioners Research Institute, University of Ferrara, German Center for Lung Research, University Medical Center Groningen, University of Groningen, Mount Sinai Health System, Icahn School of Medicine at Mount Sinai
Language: English

Topic: Chronic Obstructive Pulmonary Disease (COPD) Research
Subfield: Pulmonary and Respiratory Medicine
Field: Medicine
Domain: Health Sciences
SDG: Good health and well-being

Open Access status: closed
OpenAlex ID: W4416635027
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Related to: 10
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