KLASIFIKASI PNEUMONIA MENGGUNAKAN METODE CONVOLUTIONAL NEURAL NETWORK

Pneumonia is a very common infectious disease caused by bacteria, viruses, or fungi. This disease can lead to death, especially in children under 5 years, adults, to the elderly. In detecting pneumonia, doctors can perform photo analysis, but 22% of them experience unclear diagnosis. This study aims to increase the assessment value of the classification results of pneumonia using the convolutional neural network method. Convolutional neural networks are one type of neural network used in image classification. The neural network is suitable for recognition of features in an image and can classify multiple images consisting of many classes. This method can classify chest X-ray images up to 95% accuracy