Ontology highlight
ABSTRACT:
SUBMITTER: Stephen O
PROVIDER: S-EPMC6458916 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Journal of healthcare engineering 20190327
This study proposes a convolutional neural network model trained from scratch to classify and detect the presence of pneumonia from a collection of chest X-ray image samples. Unlike other methods that rely solely on transfer learning approaches or traditional handcrafted techniques to achieve a remarkable classification performance, we constructed a convolutional neural network model from scratch to extract features from a given chest X-ray image and classify it to determine if a person is infec ...[more]