Ensembles of Deep Convolutional Neural Networks for Detecting Melanoma in Dermoscopy Images. - Melina Tziomaka; Ilias Maglogiannis (ICCCI, 2021)

Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions. - Melina Tziomaka; Athanasios Kallipolitis; Panayiotis Tsanakas; Ilias Maglogiannis (AIAI (Workshops), 2021)

Explainable computer vision analysis for embryo selection on blastocyst images. - Athanasios Kallipolitis; Melina Tziomaka; Dimitris Papadopoulos; Ilias Maglogiannis (BHI, 2022)

Automated Posture Analysis for the Assessment of Sports Exercises. - Antonis Pardos; Melina Tziomaka; Andreas Menychtas; Ilias Maglogiannis (SETN, 2022)

Dataset for Project T2EDK-04581: DFVA (Deep Football Video Analytics). - Panagiotis Kaddas; Ilias Maglogiannis; Konstantinos Moutselos; Panagiotis Mavrogiannis; Melina Tziomaka; Ioannis Kapetangeorgis; Kostis Petrakis (Zenodo, 2023)

Vitiligo Skin Segmentation: An Image-Based Unsupervised Learning Approach. - Melina Tziomaka; Athanasios Kallipolitis; Stelios Andreadis; Anastasia Matonaki; Thanos G. Stavropoulos; Ilias Maglogiannis (MICAD, 2024)

Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients. - Edison Jahaj; Parisis Gallos; Melina Tziomaka; Athanasios Kallipolitis; Apostolos Pasias; Christos Panagopoulos; Andreas Menychtas; Ioanna Dimopoulou; Anastasia Kotanidou; Ilias Maglogiannis; Alice Georgia Vassiliou (Inf., 2024)

Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients. - Melina Tziomaka; Athanasios Kallipolitis; Andreas Menychtas; Parisis Gallos; Christos Panagopoulos; Alice Georgia Vassiliou; Edison Jahaj; Ioanna Dimopoulou; Anastasia Kotanidou; Ilias Maglogiannis (Mach. Learn. Knowl. Extr., 2024)