Malaria Detection Using Neural Network
P. Kavitha, Ms. G. Manimala, Ms.R. Sanchana, U Anushree · 2023
Malaria is a serious and occasionally fatal disease brought on by a parasite that frequently infects a particular species of mosquito that feeds on people. Malaria frequently results in severe illness in its victims, including high temperatures, chills that make you shiver, and flu-like symptoms. The four different forms of malaria parasites that infect humans are most likely to result in serious infections and, if untreated, death. Malaria can be devastating, but symptoms and deaths from malaria are typically preventable. Deep Learning models, or to be extra unique,ConvolutionalNeuralNetworks(CNN)modelsarepr oposedonthistaskAcomparisonoftheproposed and contemporary algorithms exhibits that the accuracy of malaria disorder classificationprimarily based on CNN's is higher than other algorithms. If the CNN approach is supported by the addition of more feature extraction techniques and accurately classifying malaria disease in the image, it is projected that the achievement of the acquired results will increase.