Predicting patient demographics from chest radiographs with deep learning
… Deep learning models can predict the age, self-reported gender, self-reported ethnicity, and
insurance status of a patient from a chest radiograph. Visualization techniques are useful to …
insurance status of a patient from a chest radiograph. Visualization techniques are useful to …
Clinical and chest radiography features determine patient outcomes in young and middle-aged adults with COVID-19
D Toussie, N Voutsinas, M Finkelstein, MA Cedillo… - Radiology, 2020 - pubs.rsna.org
… that routine chest radiography for patients with lower … using chest radiography to help
predict outcomes in patients … Demographics and clinical findings in relation to the severity …
predict outcomes in patients … Demographics and clinical findings in relation to the severity …
[HTML][HTML] Systematic review and meta-analysis of chest radiograph (CXR) findings in COVID-19
Z Sadiq, S Rana, Z Mahfoud, A Raoof - Clinical imaging, 2021 - Elsevier
… show different CXR finding trends and patient demographics that could potentially skew the
… Another possible bias could be the patient demographics, as most studies reported mostly …
… Another possible bias could be the patient demographics, as most studies reported mostly …
Low value of routine chest radiographs in a mixed medical-surgical ICU
KA Hendrikse, JWC Gratama, W ten Hove, JH Rommes… - Chest, 2007 - Elsevier
… hospital admissions in 486 patients were evaluated. Demographics and clinical characteristics
are … Chest radiography practice in critically ill patients: a postal survey in the Netherlands …
are … Chest radiography practice in critically ill patients: a postal survey in the Netherlands …
Normal chest radiography in pulmonary tuberculosis: implications for obtaining respiratory specimen cultures
T Pepper, P Joseph, C Mwenya… - … of tuberculosis and …, 2008 - ingentaconnect.com
… /HIV status unknown patients, there were no differences in demographic characteristics or
… Detection of pulmonary tuberculosis in patients with a normal chest radiograph. Chest 1999; …
… Detection of pulmonary tuberculosis in patients with a normal chest radiograph. Chest 1999; …
Interobserver reliability of the chest radiograph in community-acquired pneumonia
MN Albaum, LC Hill, M Murphy, YH Li, CR Fuhrman… - Chest, 1996 - Elsevier
… for a convenience sample of 282 of the 2,287 patients enrolled in the cohort study … chest
radiograph. The cohort study was conducted between October 1991 and March 1994; patients in …
radiograph. The cohort study was conducted between October 1991 and March 1994; patients in …
Determinants of chest radiography sensitivity for COVID-19: a multi-institutional study in the United States
S Stephanie, T Shum, H Cleveland… - Radiology …, 2020 - pubs.rsna.org
… of patient demographics and … In patients with both chest radiograph 1 and chest radiograph
2 (n = 195), AUCs were 0.80 for chest radiograph 1 and 0.871 for chest radiograph 2. In …
2 (n = 195), AUCs were 0.80 for chest radiograph 1 and 0.871 for chest radiograph 2. In …
Racial and ethnic disparities in disease severity on admission chest radiographs among patients admitted with confirmed coronavirus disease 2019: a retrospective …
… -White patients presented with higher mRALE scores at admission chest radiography
compared … Additional patient demographics and clinical presentation among White or non-Hispanic …
compared … Additional patient demographics and clinical presentation among White or non-Hispanic …
[PDF][PDF] False-negative chest radiographs in emergency department diagnosis of pneumonia
BC Maughan, N Asselin, JL Carey, A Sucov… - Rhode Island Medical …, 2014 - rimed.org
… diagnoses made by chest radiograph or CT scan. Patients were classified as diagnosed by
… Covariates included patient demographics and medical comorbidities. We employed Wald …
… Covariates included patient demographics and medical comorbidities. We employed Wald …
Performance of a severity score on admission chest radiograph in predicting clinical outcomes in hospitalized patients with coronavirus disease (COVID-19)
RA Reeves, C Pomeranz, AA Gomella… - American Journal of …, 2020 - Am Roentgen Ray Soc
Background: Chest radiograph (CXR) is typically obtained early in patients admitted with …
radiologists and three radiology residents independently scored patients' admission CXR using …
radiologists and three radiology residents independently scored patients' admission CXR using …
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