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Chest conditions: X-rays help identify lung conditions like pneumonia, tuberculosis, and emphysema. Cancer detection: In some cases, X-rays can help detect tumors and other abnormalities.
A deep learning-powered web application to detect pneumonia from chest X-ray images using fine-tuned ResNet50 and Grad-CAM for visual explainability. Built with PyTorch and deployed via Streamlit.
For example, your doctor might notice a lung nodule while taking chest X-rays or CT scans for pneumonia or other issues. Dr. Davis echoes this insight, adding that CT scans are generally more ...
Exhale and arch your spine toward the ceiling and tuck your chin into your chest. Continue this movement ... They might recommend X-rays to examine the shape and alignment of your spine.
Deep learning model that detects pneumonia from the Chest X-rays. The dataset used is Paul Mooney's chest x-ray pneumonia detection dataset, which is having a data imbalance issue. The dataset ...
This solution also has the ability to interpret pediatric chest X-rays, including the detection of pediatric tuberculosis and pneumonia, enhancing diagnostic capabilities in younger populations—a ...
There are over thirty different types of lung disease which range from tuberculosis, asthma, cystic fibrosis and chronic obstructive pulmonary disease to lung cancer and pneumonia. The truth is ...