Quantification of Glands in gastric cancer

To formulate, develop and validate a new strategy for automatic quantification of tubular structures

To extract relevant features of tubule structures that reduce their dimensionality and preserve discriminancy. To train a model that characterizes several lesion degrees using the features collected in the previous objective. To classify a set of images according to stages of gastric cancer. To validate the obtained results by comparing them with expert annotations