Pneumonia, ordinarily caused by the bacteria called streptococcus pneumoniae is a life
endangering contagious illness affecting one or both lungs in humans. In this study, we …

Pneumonia is recognized as a highly infectious disease, which spreads rapidly among
infants. According to UNICEF, 16% of all infant fatalities under the age of 5 were attributed to …

A bacterial infection is the cause of the lung condition known as pneumonia. An essential
component of a successful treatment procedure is early diagnosis. Without early diagnosis …

Coughing, chest pain, and exhaustion are symptoms of the common respiratory infection
known as pneumonia. It is harmful to young children, the elderly, and anyone with …

Pneumonia is a lung condition wherein the air sacs present in the lungs swell due to the
presence of fluid or pus. Although mild in nature in earlier stages of the disease, pneumonia …

The bacterial or viral infection that causes pneumo-nia results in fluids filling the lungs,
making breathing difficult. Early treatment or diagnosis is very important for this disease. It …

Pneumonia is a life-threatening infection that affects the lungs caused by bacterial or virus
attacks. It fills the air sacs of the lungs with pus or fluid. The factors that cause pneumonia …

This study proposes a CNN model trained to detect the pneumonia from a collection of chest
X-ray images. Unlike other methods that rely solely on transfer learning approaches or …

Pneumonia is a serious health condition where the patient's lungs get infected by bacteria,
virus or sometimes fungi. This causes burning sensation in the alveoli present in the lungs …

Pneumonia is a very contagious illness that spreads quickly among newborns. According to
UNICEF, pneumonia was to blame for 16% of all baby deaths under the age of five. The …