3 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…
cs.CV2016
Iterative Inversion of Deformation Vector Fields with Feedback Control
Abhishek Kumar Dubey, Alexandros-Stavros Iliopoulos, Xiaobai Sun +2
Purpose: Often, the inverse deformation vector field (DVF) is needed together with the corresponding forward DVF in 4D reconstruction and dose calculation, adaptive radiation thera…