Kalliopi Dalakleidi

12 papers C 2Journal 4Unranked 5

Year	Rank	Type	Title / 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