2 citations · 2 across the 2 of their papers we have counts for
3 papers
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage
Ezechukwu I. Nwokedi, Rasneer S. Bains, Luc Bidaut +3
This paper presents a spatiotemporal deep learning approach for mouse behavioural classification in the home-cage. Using a series of dual-stream architectures with assorted modific…
Unsupervised detection of mouse behavioural anomalies using two-stream convolutional autoencoders
Ezechukwu I Nwokedi, Rasneer S Bains, Luc Bidaut +3
This paper explores the application of unsupervised learning to detecting anomalies in mouse video data. The two models presented in this paper are a dual-stream, 3D convolutional…
A Unified Deep Learning Approach for Prediction of Parkinson's Disease
James Wingate, Ilianna Kollia, Luc Bidaut +1
The paper presents a novel approach, based on deep learning, for diagnosis of Parkinson's disease through medical imaging. The approach includes analysis and use of the knowledge e…