2 papers
cs.CV2020
Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation
Abhishek K Dubey, Michael T Young, Christopher Stanley +2
Deep learning (DL) models are being deployed at medical centers to aid radiologists for diagnosis of lung conditions from chest radiographs. Such models are often trained on a larg…
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…