A transfer learning-based multi-instance learning method with weak labels

Y Xiao, F Liang, B Liu - IEEE transactions on cybernetics, 2020 - ieeexplore.ieee.org
In multi-instance learning (MIL), labels are associated with bags rather than the instances in
the bag. Most of the previous MIL methods assume that each bag has the actual label in the …

[HTML][HTML] PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data

A Mohammed, I Farup, M Pedersen, S Yildirim… - Computer Vision and …, 2020 - Elsevier
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 …