Machine Learning and Prediction of All-Cause Mortality in COPD

BACKGROUND: COPD is a leading cause of mortality. RESEARCH QUESTION: We hypothesized that applying machine learning to clinical and quantitative CT imaging features would improve mortality prediction in COPD. STUDY DESIGN AND METHODS: We selected 30 clinical, spirometric, and imaging features as inp...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Chest
Egile Nagusiak: Moll, Matthew, Qiao, Dandi, Regan, Elizabeth A., Hunninghake, Gary M., Make, Barry J., Tal-Singer, Ruth, McGeachie, Michael.J., Castaldi, Peter J., San Jose Estepar, Raul, Washko, George R., Wells, James M., LaFon, David, Strand, Matthew, Bowler, Russell P., Han, MeiLan.K., Vestbo, Jorgen, Celli, Bartolome, Calverley, Peter, Crapo, James, Silverman, Edwin K., Hobbs, Brian D., Cho, Michael H.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: American College of Chest Physicians 2020
Gaiak:
Original Research
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7478228/
https://ncbi.nlm.nih.gov/pubmed/32353417
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.chest.2020.02.079
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