Multi–task deep survival analysis links acute exacerbation frequency to hip fracture risk in advanced COPD.
• Developed first multitask deep learning model integrating hip fracture risk and acute exacerbation prediction in advanced COPD patients. • Multitask deep learning model predicts COPD hip fracture risk (C-index 0.725) and acute exacerbation frequency (MSE 0.522). • Each acute COPD exacerbation link...
| Publicado en: | Heart & Lung Vol. 76; pp. 164 - 174 |
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| Autores principales: | , , |
| Formato: | research Journal Article |
| Publicado: |
Elsevier B.V.
Mar2026
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| Acceso en línea: | Ver este registro en EBSCOhost |