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AuthorPineda, Omar (2)Silva, Jesús (2)
Varela Izquierdo, Noel (2)
Mendoza Palechor, Fabio (1)Pinillos-Patiño, Yisel (1)Zilberman, Jack (1)Subject
Deep learning (2)
ChestX-ray8 (1)Classification of chest diseases (1)Image classification (1)Multi-instance (1)Multi-label (1)... View MoreDate Issued2020 (2)Has File(s)Yes (2)

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Deep learning of robust representations for multi-instance and multi-label image classification 

Silva, Jesús; Varela Izquierdo, Noel; Mendoza Palechor, Fabio; Pineda, Omar (Corporación Universidad de la Costa, 2020)
In multi-instance problems (MIL), an arbitrary number of instances is associated with a class label. Therefore, the labeling of training data becomes simpler (since it is done together, instead of individually) with the ...
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Classification of chest diseases using deep learning 

Silva, Jesús; Zilberman, Jack; Pinillos-Patiño, Yisel; Varela Izquierdo, Noel; Pineda, Omar (Corporación Universidad de la Costa, 2020)
The field of computer vision has had exponential progress in a wide range of applications due to the use of deep learning and especially the existence of large annotated image data sets [1]. Significant improvements have ...

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