24 citations · 38 across the 3 of their papers we have counts for
4 papers
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images
Anuja Vats, Marius Pedersen, Ahmed Mohammed +1
Wireless Capsule Endoscopy (WCE) is being increasingly used as an alternative imaging modality for complete and non-invasive screening of the gastrointestinal tract. Although this…
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy
Anuja Vats, Marius Pedersen, Ahmed Mohammed +1
The progress in Computer Aided Diagnosis (CADx) of Wireless Capsule Endoscopy (WCE) is thwarted by the lack of data. The inadequacy in richly representative healthy and abnormal co…
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data
A. Mohammed, I. Farup, M. Pedersen +2
We propose a novel pathology-sensitive deep learning model (PS-DeVCEM) for frame-level anomaly detection and multi-label classification of different colon diseases in video capsule…
Y-Net: A deep Convolutional Neural Network for Polyp Detection
Ahmed Mohammed, Sule Yildirim, Ivar Farup +2
Colorectal polyps are important precursors to colon cancer, the third most common cause of cancer mortality for both men and women. It is a disease where early detection is of cruc…