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AI-Powered X-Ray Disease Diagnosis
Deep Learning Approaches for Automated Chest X-Ray Analysis
Englisch
108 b
Neu
Bis zu 30 Tage Rückgaberecht
The rapid advancement of Artificial Intelligence (AI), particularly in the field of deep learning, has created significant opportunities for improving medical image analysis and computer-aided disease diagnosis. Chest X-ray imaging is one of the most widely used diagnostic imaging techniques for identifying respiratory abnormalities; however, the interpretation of X-ray images requires considerable clinical expertise and can be time-consuming, particularly when large numbers of images need to be examined. In resource-constrained healthcare environments, the availability of experienced radiologists may also be limited. To address these challenges, this study presents an AI-powered system for the automated detection of pneumonia from chest X-ray images using a Convolutional Neural Network (CNN). The proposed system classifies chest X-ray images into two categories: Normal and Pneumonia.
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Englisch
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