3 papers
cs.CL2020
Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports
Abhishek K Dubey, Alina Peluso, Jacob Hinkle +2
Shallow Convolution Neural Network (CNN) is a time-tested tool for the information extraction from cancer pathology reports. Shallow CNN performs competitively on this task to othe…
q-bio.MN2019
Extraction and integration of genetic networks from short-profile omic datasets
Jacopo Iacovacci, Alina Peluso, Timothy Ebbels +2
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 a…
stat.AP2017
Do pay-for-performance incentives lead to a better health outcome?
Alina Peluso, Paolo Berta, Veronica Vinciotti
Pay-for-performance approaches have been widely adopted in order to drive improvements in the quality of healthcare provision. Previous studies evaluating the impact of these progr…