13 citations · 19 across the 5 of their papers we have counts for
8 papers
An improved neural network model for treatment effect estimation
Niki Kiriakidou, Christos Diou
Nowadays, in many scientific and industrial fields there is an increasing need for estimating treatment effects and answering causal questions. The key for addressing these problem…
Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone
Vasileios Papapanagiotou, Christos Diou, Anastasios Delopoulos
The importance of automated and objective monitoring of dietary behavior is becoming increasingly accepted. The advancements in sensor technology along with recent achievements in…
Recognition of food-texture attributes using an in-ear microphone
Vasileios Papapanagiotou, Christos Diou, Janet van den Boer +2
Food texture is a complex property; various sensory attributes such as perceived crispiness and wetness have been identified as ways to quantify it. Objective and automatic recogni…
A Data Driven End-to-end Approach for In-the-wild Monitoring of Eating Behavior Using Smartwatches
Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos
The increased worldwide prevalence of obesity has sparked the interest of the scientific community towards tools that objectively and automatically monitor eating behavior. Despite…
BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment
Christos Diou, Ioannis Sarafis, Vasileios Papapanagiotou +28
Obesity is a complex disease and its prevalence depends on multiple factors related to the local socioeconomic, cultural and urban context of individuals. Many obesity prevention s…
A Methodology for Obtaining Objective Measurements of Population Obesogenic Behaviors in Relation to the Environment
Christos Diou, Ioannis Sarafis, Vasileios Papapanagiotou +2
The way we eat and what we eat, the way we move and the way we sleep significantly impact the risk of becoming obese. These aspects of behavior decompose into several personal beha…