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Title: Evaluación de redes neuronales convolucionales para la clasificación de imágenes histológicas de cáncer colorrectal mediante transferencia de aprendizaje
Author: Marturet Rodrigo, John
Tutor: Alférez Baquero, Edwin Santiago
Others: Universitat Oberta de Catalunya
Keywords: convolutional networks
machine learning
transfer of learning
Keras
Issue Date: Jan-2018
Publisher: Universitat Oberta de Catalunya
Abstract: One of the difficulties arising in histological slides classification is to set up the hand-made texture descriptors that could be used to create automatic classification models. In this study we try a different approach, implementing a few convolutional neural network architectures and feeding them a colorectal set of histological slides.
Language: Spanish
URI: http://hdl.handle.net/10609/74105
Appears in Collections:Bachelor thesis, research projects, etc.

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