Predicting hospital-acquired pneumonia among schizophrenic patients: a machine learning approach

Birnbaum HG(2001)Economic burden of pneumonia in an employed population Arch Intern Med 161 2725-2731

Morley M(2002)Causes of death for patients with community-acquired pneumonia: results from the pneumonia patient outcomes research team cohort study Arch Intern Med 162 1059-1064

Greenberg PE(2010)Burden of schizophrenia in recently diagnosed patients: healthcare utilisation and cost perspective Curr Med Res Opin 26 943-955

Cifaldi M(2013)Second-generation antipsychotic medications and risk of pneumonia in schizophrenia Schizophrenia Bull 39 648-657

Colice GL(2008)Antipsychotic drug use and risk of pneumonia in elderly people J Am Geriatr Soc 56 661-666

Mortensen EM(2015)A multicentered prospective analysis of diagnosis, risk factors, and outcomes associated with pediatric ventilator-associated pneumonia Pediatr Crit Care Me 16 e65-e73

Coley CM(2015)Risk factors for aspiration pneumonia in older adults PLoS One 10 e0140060-138

Singer DE(1997)An evaluation of machine-learning methods for predicting pneumonia mortality Artif Intell Med 9 107-84

Marrie TJ(2004)Use of genetic algorithms for neural networks to predict community-acquired pneumonia Artif Intell Med 30 71-482

Obrosky DS(2015)Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data Lancet Resp Med 3 473-66

Birnbaum HG(2001)Economic burden of pneumonia in an employed population Arch Intern Med 161 2725-2731

Morley M(2002)Causes of death for patients with community-acquired pneumonia: results from the pneumonia patient outcomes research team cohort study Arch Intern Med 162 1059-1064

Greenberg PE(2010)Burden of schizophrenia in recently diagnosed patients: healthcare utilisation and cost perspective Curr Med Res Opin 26 943-955

Cifaldi M(2013)Second-generation antipsychotic medications and risk of pneumonia in schizophrenia Schizophrenia Bull 39 648-657

Colice GL(2008)Antipsychotic drug use and risk of pneumonia in elderly people J Am Geriatr Soc 56 661-666

Mortensen EM(2015)A multicentered prospective analysis of diagnosis, risk factors, and outcomes associated with pediatric ventilator-associated pneumonia Pediatr Crit Care Me 16 e65-e73

Coley CM(2015)Risk factors for aspiration pneumonia in older adults PLoS One 10 e0140060-138

Singer DE(1997)An evaluation of machine-learning methods for predicting pneumonia mortality Artif Intell Med 9 107-84

Marrie TJ(2004)Use of genetic algorithms for neural networks to predict community-acquired pneumonia Artif Intell Med 30 71-482

Obrosky DS(2015)Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data Lancet Resp Med 3 473-66