Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports

no code implementations • 31 Jul 2020 • Abhishek K Dubey, Alina Peluso, Jacob Hinkle, Devanshu Agarawal, Zilong Tan

Shallow Convolution Neural Network (CNN) is a time-tested tool for the information extraction from cancer pathology reports.

Extraction and integration of genetic networks from short-profile omic datasets

no code implementations • 31 Oct 2019 • Jacopo Iacovacci, Alina Peluso, Timothy Ebbels, Markus Ralser, Robert Charles Glen

Mass-spectrometry technologies are widely used in the fields of ionomics and metabolomics to simultaneously profile at the genome scale intracellular concentrations of e. g. amino acids or elements.