Improving Pneumonia Diagnosis Accuracy via Systematic Convolutional Neural Network-Based Image Enhancement

Chest X-rays play a significant role in diagnosing pneumonia due to the technology's cost-effectiveness and rapid development times. Detecting pneumonia in chest Xrays is a challenging process that relies heavily upon the availability of trained radiologists and high-quality imagery. Training qualified interpreters require significant resources, while medical imaging remains prone to a wide variet...