papers
Publications (3)
cs.IR2017
A Convolutional Neural Network for Search Term Detection
Hojjat Salehinejad, Joseph Barfett, Parham Aarabi +4
Pathfinding in hospitals is challenging for patients, visitors, and even employees. Many people have experienced getting lost due to lack of clear guidance, large footprint of hosp…
cs.CV2018
Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks
Hojjat Salehinejad, Shahrokh Valaee, Tim Dowdell +2
Medical datasets are often highly imbalanced with over-representation of common medical problems and a paucity of data from rare conditions. We propose simulation of pathology in i…
cs.CV2017
Interpretation of Mammogram and Chest X-Ray Reports Using Deep Neural Networks - Preliminary Results
Hojjat Salehinejad, Shahrokh Valaee, Aren Mnatzakanian +3
Radiology reports are an important means of communication between radiologists and other physicians. These reports express a radiologist's interpretation of a medical imaging exami…