Pneumonia Predictor
Pneumonia is a respiratory infection that affects the lungs. It can be caused by various pathogens, including bacteria, viruses, fungi, or parasites. Pneumonia can affect people of all ages, but certain groups are more vulnerable, including young children, older adults, and individuals with weakened immune systems or underlying health conditions. Pneumonia is mostly diagnosed using a mix of clinical assessment, physical examination, and diagnostic tests. Deep learning techniques have shown promise in aiding the detection and prediction of pneumonia using X-ray images. Inspired by deep learning, we developed a deep learning model PneumoniaXNet for predicting pneumonia. Using our developed model, you can perform pneumonia prediction in just a few simple steps. The steps are illustrated on the page.
Intelligently understands & Automatically Recommends
Quick Search and Select disease
Select the desired indicator for performing prediction for instance Pneumonia.
Select GPU
A GPU is automatically allocated to train your data before performing prediction.
Upload Images
Upload your dataset containing the chest X-ray of the patient.
Perform Prediction
The results will tell you whether a patient has Pneumonia or not. The visual representation and the confidence score of the results are also given.