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A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
Research article (Scientific Reports, 2025) · cited 16× · AI/ML
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
Summary
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data is a scholarly article[1].
Key Facts
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-machine-learning-framework-for-short-term-prediction-of-chronic-obstructive-pulmonary-disease-exacerbations-using-pers
MLA“A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-machine-learning-framework-for-short-term-prediction-of-chronic-obstructive-pulmonary-disease-exacerbations-using-pers.
BibTeX@misc{4ortxyz_a-machine-learning-framework-for-short-term-prediction-of-chronic-obstructive-pulmonary-disease-exacerbations-using-pers_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data}}, year = {2026}, url = {https://4ort.xyz/entity/a-machine-learning-framework-for-short-term-prediction-of-chronic-obstructive-pulmonary-disease-exacerbations-using-pers}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data — https://4ort.xyz/entity/a-machine-learning-framework-for-short-term-prediction-of-chronic-obstructive-pulmonary-disease-exacerbations-using-pers (retrieved 2026-05-24)
