no code implementations • 14 Aug 2019 • Shrey Gadiya, Deepak Anand, Amit Sethi
Spatial arrangement of cells of various types, such as tumor infiltrating lymphocytes and the advancing edge of a tumor, are important features for detecting and characterizing cancers.
no code implementations • 31 Oct 2018 • Shrey Gadiya, Deepak Anand, Amit Sethi
While convolutional neural networks (CNNs) have recently made great strides in supervised classification of data structured on a grid (e. g. images composed of pixel grids), in several interesting datasets, the relations between features can be better represented as a general graph instead of a regular grid.