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Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network
(2021)
Pneumonia is one of the major diseases that cause a lot of deaths all over the world. Determining pneumonia from chest X-ray (CXR) images is an extremely difficult and important image processing problem. The discrimination ...
Classification of plutonic rock types using thin section images with deep transfer learning
(2021)
Classification of rocks is one of the basic parts of geological research and is a difficult task due to the heterogeneous properties of rocks. This process is time consuming and requires sufficiently knowledgeable and ...
Automatic Detection and Mapping of Dolines Using U-Net Model from Orthophoto Images
(2023)
A doline is a natural closed depression formed as a result of karstification, and it is the most common landform in karst areas. These depressions damage many living areas and various engineering structures, and this type ...