96 citations · 116 across the 3 of their papers we have counts for
3 papers
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames
Hemin Ali Qadir, Younghak Shin, Jacob Bergsland +1
An efficient deep learning model that can be implemented in real-time for polyp detection is crucial to reducing polyp miss-rate during screening procedures. Convolutional neural n…
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp
Hemin Ali Qadir, Ilangko Balasingham, Younghak Shin
Synthetic polyp generation is a good alternative to overcome the privacy problem of medical data and the lack of various polyp samples. In this study, we propose a deep learning-ba…
Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance
Younghak Shin, Hemin Ali Qadir, Ilangko Balasingham
One of the major obstacles in automatic polyp detection during colonoscopy is the lack of labeled polyp training images. In this paper, we propose a framework of conditional advers…