40 citations · 41 across the 2 of their papers we have counts for
3 papers
eess.IV2024★ 1 cited
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection
Dimitrios Kollias, Anastasios Arsenos, James Wingate +1
This paper presents a new approach for effective segmentation of images that can be integrated into any model and methodology; the paradigm that we choose is classification of medi…
cs.LG2020★ 40 cited
Deep Transparent Prediction through Latent Representation Analysis
D. Kollias, N. Bouas, Y. Vlaxos +6
The paper presents a novel deep learning approach, which extracts latent information from trained Deep Neural Networks (DNNs) and derives concise representations that are analyzed…
cs.LG2019
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…