A5103155321- COVID-19 diagnosis using AI
- Lung Cancer Diagnosis and Treatment
- Radiomics and Machine Learning in Medical Imaging
Universidade Federal do Sul e Sudeste do Pará
2022
Pneumonia is one of the most common medical problems in clinical practice and leading fatal infectious disease worldwide. According to World Health Organization, pneumonia kills about 2 million children under age 5 constantly estimated be cause infant mortality, killing more than AIDS, malaria, measles combined. A key element diagnosis radiographic data, as chest x-rays are routinely obtained a standard care can aid differentiate types pneumonia. However, rapid radiological interpretation...
According to the World Health Organization (WHO), pneumonia kills about 2 million children under age of 5 and is constantly estimated as leading cause child mortality, killing more than AIDS, malaria, measles together. The application deep learning techniques for medical image classification has grown considerably in recent years. This research presents three implementations convolutional neural networks (CNNs): ResNet50, VGG-16, InceptionV3. These CNNs are applied solve problem radiographs...