AIMC Topic: Cytomegalovirus Retinitis
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Selection of pre-trained weights for transfer learning in automated cytomegalovirus retinitis classification.
Scientific reports
Jul 10, 2024
Cytomegalovirus retinitis (CMVR) is a significant cause of vision loss. Regular screening is crucial but challenging in resource-limited settings. A convolutional neural network is a state-of-the-art deep learning technique to generate automatic diag...
Classification Criteria for Cytomegalovirus Retinitis.
American journal of ophthalmology
May 11, 2021
PURPOSE: The purpose of this study was to determine classification criteria for cytomegalovirus (CMV) retinitis.
Multitask Deep Learning for Joint Detection of Necrotizing Viral and Noninfectious Retinitis From Common Blood and Serology Test Data.
Investigative ophthalmology & visual science
Feb 1, 2024
PURPOSE: Necrotizing viral retinitis is a serious eye infection that requires immediate treatment to prevent permanent vision loss. Uncertain clinical suspicion can result in delayed diagnosis, inappropriate administration of corticosteroids, or repe...
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