Maria Athanasiou

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 10

Top Topics

Cardiovascular Disease

Machine Learning Approaches

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Theofanis Ganitidis, Maria Athanasiou, Kalliopi Dalakleidi, Nikos Melanitis, Spyretta Golemati, Konstantina S. Nikita
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images. CoRR (2022)
Eleftherios Kalafatis, Konstantinos Mitsis, Konstantia Zarkogianni, Maria Athanasiou, Antonis Voutetakis, Nicolas Nicolaides, Evi Chatzidaki, Nektaria Polychronaki, Vassia Chioti, Panagiota Pervanidou, Konstantinos Perakis, Danae Antonopoulou, Efi Papachristou, Christina Kanaka-Gantenbein, Konstantina S. Nikita
Artificial Intelligence Based Procedural Content Generation in Serious Games for Health: The Case of Childhood Obesity. MobiHealth (2022)
Panagiota Karatza, Kalliopi V. Dalakleidi, Maria Athanasiou, Konstantina S. Nikita
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis. CoRR (2022)
Theofanis Ganitidis, Maria Athanasiou, Kalliopi Dalakleidi, Nikos Melanitis, Spyretta Golemati, Konstantina S. Nikita
Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images. EMBC (2021)
Panagiota Karatza, Kalliopi Dalakleidi, Maria Athanasiou, Konstantina S. Nikita
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis. EMBC (2021)
Maria Athanasiou, Konstantia Zarkogianni, Konstantinos Karytsas, Konstantina S. Nikita
An LSTM-based Approach Towards Automated Meal Detection from Continuous Glucose Monitoring in Type 1 Diabetes Mellitus. BIBE (2021)
Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus. BIBE (2020)
Maria Athanasiou, Konstantina Sfrintzeri, Konstantia Zarkogianni, Anastasia C. Thanopoulou, Konstantina S. Nikita
An explainable XGBoost-based approach towards assessing the risk of cardiovascular disease in patients with Type 2 Diabetes Mellitus. CoRR (2020)
Konstantinos Mitsis, Konstantia Zarkogianni, Nefeli Bountouni, Maria Athanasiou, Konstantina S. Nikita
An Ontology-Based Serious Game Design for the Development of Nutrition and Food Literacy Skills. EMBC (2019)
Konstantia Zarkogianni, Maria Athanasiou, Anastasia C. Thanopoulou
Comparison of Machine Learning Approaches Toward Assessing the Risk of Developing Cardiovascular Disease as a Long-Term Diabetes Complication. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Maria Athanasiou, Jonathan Y. Clark
A Bayesian network model for the diagnosis of the caring procedure for wheelchair users with spinal injury. Comput. Methods Programs Biomed. 95 (2-S1) (2009)
Maria Athanasiou, Jonathan Y. Clark
A Bayesian Network Model for the Diagnosis of the Caring Procedure for Wheelchair Users with Spinal Injury. CBMS (2007)