Workflow from Scientific Research

Schematic representation of the steps involved in our RNA-seq tumor subtype identification protocol. We first built an extensive reference hierarchy of tumor and normal subtypes using RACCOON, a novel scale-adaptive clustering framework. This hierarchy was then used as a target for OTTER, an ensemble of CNN classifiers, which can be employed to identify multiple tumor and normal tissue components in samples from clinical practice.

DOI