297 citations · 450 across the 4 of their papers we have counts for
4 papers · 1 filter
A Multi-Task Learning Approach for Meal Assessment
Ya Lu, Dario Allegra, Marios Anthimopoulos +3
Key role in the prevention of diet-related chronic diseases plays the balanced nutrition together with a proper diet. The conventional dietary assessment methods are time-consuming…
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner +3
Early and accurate diagnosis of interstitial lung diseases (ILDs) is crucial for making treatment decisions, but can be challenging even for experienced radiologists. The diagnosti…
Two-view 3D Reconstruction for Food Volume Estimation
Joachim Dehais, Marios Anthimopoulos, Sergey Shevchik +1
The increasing prevalence of diet-related chronic diseases coupled with the ineffectiveness of traditional diet management methods have resulted in a need for novel tools to accura…
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner +2
Early diagnosis of interstitial lung diseases is crucial for their treatment, but even experienced physicians find it difficult, as their clinical manifestations are similar. In or…