Browsing Faculty of Science by Author "Rahnamayan, Shahryar"
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Evolutionary multi-objective design of autoencoder for compact representation of histopathology images
Zaman Farsa, Davood (2021-08-01)Deep learning can cope with complex tasks; however, it suffers from the crucial problem of high dimensionality which makes it intractable to learn the patterns and classify the data. Importantly, having a fixed model cannot ... -
Investigation of KimiaNet's and DenseNet's deep features in lung cancer subtypes
Dehkharghanian, Taher (2020-12-01)Deep neural networks (DNN) have extended applications in the _eld of digital pathology. One of which is to act as feature extractors for content-based image retrieval (CBIR) systems. Therefore, it is necessary to investigate ...