24 citations · 26 across the 4 of their papers we have counts for
4 papers · 1 filter
Uncertainty-Aware Regularization for Image-to-Image Translation
Anuja Vats, Ivar Farup, Marius Pedersen +1
The importance of quantifying uncertainty in deep networks has become paramount for reliable real-world applications. In this paper, we propose a method to improve uncertainty esti…
3D Reconstruction of the Human Colon from Capsule Endoscope Video
Pål Anders Floor, Ivar Farup, Marius Pedersen
As the number of people affected by diseases in the gastrointestinal system is ever-increasing, a higher demand on preventive screening is inevitable. This will significantly incre…
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…