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Leveraging nonlinear relationships and interactions to improve 30-day pneumonia readmission machine learning models. [PDF]

PLoS One
Mortensen EM, Atuegwu N, Sacco SJ.
europepmc   +1 more source

Evaluation of a deep learning model applied to chest X-rays of patients with suspected pneumonia presenting to the emergency department designed to predict admission risk: a retrospective training and prospective non-intervention validation. [PDF]

BMJ Open
Pimenta Ribeiro Pontes Almeida E, Masood S, Baldauf-Lenschen F, Hennessy TJ, Akbar S, Deng Y, Soares Torres F.   +6 more
europepmc   +1 more source

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Chlamydia Pneumoniae Pneumonia

Seminars in Respiratory and Critical Care Medicine, 2000
Chlamydia pneumoniae is a common cause of community-acquired pneumonia. At present there is no "gold'' standard for diagnosis and there is no easily accessible means of rapid diagnosis available. The best indication of acute C. pneumoniae infection is a fourfold rise in antibody titer, accompanying a positive polymerase chain reaction or culture.
T M, File, J S, Tan
openaire   +4 more sources

Chlamydia pneumoniae Pneumonia and Mycoplasma pneumoniae Pneumonia

Journal of Computer Assisted Tomography, 2005
The objective of this study was to identify the clinical and pulmonary CT findings associated with Chlamydia pneumoniae pneumonia and to compare them with those of Mycoplasma pneumoniae pneumonia. The clinical features and CT scans of 40 patients with C. pneumoniae pneumonia and 42 patients with M.
Fumito, Okada, Yumiko, Ando, Masaki, Wakisaka, Shunro, Matsumoto, Hiromu, Mori   +4 more
openaire   +2 more sources