Abstract: The scarcity of large-scale labeled medical imaging datasets presents a significant bottleneck for advancing diag-nostic model performance in radiology. This study introduces a progressive ...
Key Features Data Preprocessing:Uses ImageDataGenerator for efficient loading and augmentation. Data Augmentation:Applies rotation, horizontal flipping, and zooming to the training set to prevent ...
Abstract: The results of chest X-ray (CXR) analysis of 2D images to get the statistically reliable predictions (availability of tuberculosis) by computer-aided diagnosis (CADx) on the basis of deep ...
Performance: 70.93% accuracy. Interpretation: The custom CNN provides a strong starting point but struggles with class imbalance and feature generalization. Its relatively lower accuracy reflects the ...
Gone are the days when men didn’t care much for how they looked. From facials to mani-pedis, it seems the men in our lives are taking extra care to look perfect. The latest trend in the male beauty ...
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