Kalliopi Dalakleidi

12 papers C 2Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis.
CoRR
Maria Eleftheria Vlontzou, Maria Athanasiou, Kalliopi Dalakleidi, Ioanna Skampardoni, Christos Davatzikos, Konstantina S. Nikita
2022 J jnl
A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health.
Sensors
Konstantinos Mitsis, Konstantia Zarkogianni, Eleftherios Kalafatis, Kalliopi Dalakleidi, Amyn Jaafar, Georgios Mourkousis, Konstantina S. Nikita
2022 J jnl
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images.
CoRR
Theofanis Ganitidis, Maria Athanasiou, Kalliopi Dalakleidi, Nikos Melanitis, Spyretta Golemati, Konstantina S. Nikita
2021 — conf
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis.
EMBC
Panagiota Karatza, Kalliopi Dalakleidi, Maria Athanasiou, Konstantina S. Nikita
2021 — conf
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images.
EMBC
Theofanis Ganitidis, Maria Athanasiou, Kalliopi Dalakleidi, Nikos Melanitis, Spyretta Golemati, Konstantina S. Nikita
2019 C conf
Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results.
BIBE
Konstantinos Mitsis, Konstantia Zarkogianni, Kalliopi Dalakleidi, George Mourkousis, Konstantina S. Nikita
2018 — conf
A Two-Level Food Classification System For People With Diabetes Mellitus Using Convolutional Neural Networks.
EMBC
Kleomenis Kogias, Ioannis Andreadis, Kalliopi Dalakleidi, Konstantina S. Nikita
2017 — conf
A Modified All-and-One Classification Algorithm Combined with the Bag-of-Features Model to Address the Food Recognition Task.
HEALTHINF
Kalliopi Dalakleidi, Myriam Sarantea, Konstantina S. Nikita
2017 J jnl
Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications.
Expert Syst. J. Knowl. Eng.
Kalliopi Dalakleidi, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
2016 — conf
Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRI.
MLMI@MICCAI
Alexia Tzalavra, Kalliopi Dalakleidi, Evangelia I. Zacharaki, Nikolaos N. Tsiaparas, Fotios Constantinidis, Nikos Paragios, Konstantina S. Nikita
2013 C conf
A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients.
BIBE
Kalliopi Dalakleidi, Konstantia Zarkogianni, Vassilios G. Karamanos, Anastasia C. Thanopoulou, Konstantina S. Nikita
2011 — ch.
Semantic Representation of Multimedia Content.
Knowledge-Driven Multimedia Information Extraction and Ontology Evolution
Kalliopi Dalakleidi, Stamatia Dasiopoulou, Giorgos Stoilos, Vassilis Tzouvaras, Giorgos B. Stamou, Yiannis Kompatsiaris