Cascaded Deep Learning Model for Detecting Lung Infections Using Chest X-Rays
Akash Chaturvedi,
Shivank Soni
Abstract:This work focuses on efforts for accurately predicting lung diseases like omicron and pneumonia using chest X-ray imaging, a reliable method in this domain. The work adopts a transfer learning model for lung infection predictions from chest X-ray images. The proposed architecture encompasses both training and testing functions, with key steps including pre-processing, deep feature extraction, and classification. Initially, each X-ray image is enhanced through digital filtering for quality improvement. These pr… Show more
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