Pneumonia detection in chest x-ray images using an optimized ensemble with XGBoost classifier
Author:
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s11042-024-18975-6.pdf
Reference44 articles.
1. American Thoracic Society (2016) Wath is pneumonia. Am J Respir Crit Care Med 193:P1–P2.https://www.thoracic.org/patients/patient-resources/resources/what-is-pneumonia.pdf
2. https://ourworldindata.org/grapher/pneumonia-and-lower-respiratory-diseases-deaths. Accessed 27 Jul 2022
3. Self WH, Courtney DM, McNaughton CD, Wunderink RG, Kline JA (2013) High discordance of chest x-ray and computed tomography for detection of pulmonary opacities in ed patients: implications for diagnosing pneumonia. Am J Emerg Med 31(2):401–405
4. Tepper SJ (2008) Computed tomography - an increasing source of radiation exposure: commentary. Headache 48(4):657. https://doi.org/10.1111/j.1526-4610.2008.01071.x
5. Ticinesi A et al (2016) Lung ultrasound and chest x-ray for detecting pneumonia in an acute geriatric ward. Medicine (United States) 95(27). https://doi.org/10.1097/MD.0000000000004153
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