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Automatically Explaining Machine Learning Predictions on Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a major cause of death and places a heavy burden on health care. To optimize the allocation of precious preventive care management resources and improve the outcomes for high-risk patients with COPD, we recently built the most accurate mode...

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Detalles Bibliográficos
Autores principales: Zeng, Siyang, Arjomandi, Mehrdad, Luo, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8917430/
https://www.ncbi.nlm.nih.gov/pubmed/35212634
http://dx.doi.org/10.2196/33043