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Slide Viewer
Slide Viewer is an integrated set of artificial intelligence tools for visualizing and interpreting high-dimensional medical images. The software incorporates an image viewer implemented using OpenSeadragon.
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Ensemble of unsupervised learned image representations based on variational autoencoders for lung adenocarcinoma subtype
Lung adenocarcinoma is a type of non-small cell lung cancer that accounts for about 40% of all lung cancers, which is divided into different molecular and histological subtypes associated with particular prognosis and ...
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Selecting Training Samples for Ovarian Cancer Classification via a Semi-supervised Clustering Approach
Machine learning techniques have shown great promise in digital pathology. However, a major bottleneck is the difficulty of annotating necessary amount of tissue to deal with several variability factors, namely chemical fixation, sample slicing, or staining...
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A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a Variational Autoencoder
This work presents a supervised subtype differentiation learning of lung cancer features in a latent space constructed with a variational autoencoder. In such space, complicated patterns are ...
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