Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features. - Athanasios Kallipolitis; Ilias Maglogiannis (AIAI, 2018)

Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images. - Athanasios Kallipolitis; Ilias Maglogiannis (EMBC, 2019)

Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features. - Athanasios Kallipolitis; Michael Galliakis; Andreas Menychtas; Ilias Maglogiannis (AIAI, 2019)

Explainable Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images: Interpreting the influence of visual words in classifying benign vs malignant pattern. - Athanasios Kallipolitis; Alexandros Stratigos; Alexios Zarras; Ilias Maglogiannis (SETN, 2020)

Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images. - Athanasios Kallipolitis; Alexandros Stratigos; Alexios Zarras; Ilias Maglogiannis (VISIGRAPP (5: VISAPP), 2020)

Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence. - Athanasios Kallipolitis; Michael Galliakis; Andreas Menychtas; Ilias Maglogiannis (Neural Comput. Appl., 2020)

Passive Emotion Recognition Using Smartphone Sensing Data. - I. P. Kalogirou; Athanasios Kallipolitis; Ilias Maglogiannis (Advanced Computational Intelligence in Healthcare (7), 2020)

Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms. - Athanasios Kallipolitis; Michael Galliakis; Andreas Menychtas; Ilias Maglogiannis (EMBC, 2021)

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

Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images. - Athanasios Kallipolitis; Kyriakos Revelos; Ilias Maglogiannis (Algorithms, 2021)

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

Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records. - Athanasios Kallipolitis; Parisis Gallos; Andreas Menychtas; Panayiotis Tsanakas; Ilias Maglogiannis (AIAI (1), 2023)

Ensembling to Leverage the Interpretability of Medical Image Analysis Systems. - Argyrios Zafeiriou; Athanasios Kallipolitis; Ilias Maglogiannis (IEEE Access, 2023)

Improving explainability results of convolutional neural networks in microscopy images. - Athanasios Kallipolitis; Panayiotis Yfantis; Ilias Maglogiannis (Neural Comput. Appl., 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)

On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness. - Vangelis Lamprou; Athanasios Kallipolitis; Ilias Maglogiannis (Comput. Methods Programs Biomed., 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)

Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review. - Athanasios Kallipolitis; Konstantinos Moutselos; Argyrios Zafeiriou; Stelios Andreadis; Anastasia Matonaki; Thanos G. Stavropoulos; Ilias Maglogiannis (BMC Medical Informatics Decis. Mak., 2025)