585 citations · 841 across the 29 of their papers we have counts for
5 papers · 1 filter
Automated Prediction of Postoperative Pancreatic Fistula Using Preoperative Computed Tomography
Ashok Choudhary, Chris Varghese, Leo Y. Li-Han +5
Postoperative pancreatic fistula (POPF) is a serious complication after pancreatic resection, increasing morbidity, hospital stay, and healthcare costs. We present an automatic, en…
Robustness Evaluation of Machine Learning Models for Robot Arm Action Recognition in Noisy Environments
Elaheh Motamedi, Kian Behzad, Rojin Zandi +2
In the realm of robot action recognition, identifying distinct but spatially proximate arm movements using vision systems in noisy environments poses a significant challenge. This…
Cylindrical Transform: 3D Semantic Segmentation of Kidneys With Limited Annotated Images
Hojjat Salehinejad, Sumeya Naqvi, Errol Colak +2
In this paper, we propose a novel technique for sampling sequential images using a cylindrical transform in a cylindrical coordinate system for kidney semantic segmentation in abdo…
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…
Image Augmentation using Radial Transform for Training Deep Neural Networks
Hojjat Salehinejad, Shahrokh Valaee, Timothy Dowdell +1
Deep learning models have a large number of free parameters that must be estimated by efficient training of the models on a large number of training data samples to increase their…