Athanasios Kallipolitis

20 papers Misc 2Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Design of a Multimodal Affective Module for Emotion Recognition in Adaptive Language Learning Systems.
SEEDA-CECNSM
Dionysis Koulouris, Melina Tziomaka, Argyrios Zafeiriou, Kosmas Pinitas, Athanasios Kallipolitis, Andreas Menychtas, Ilias Maglogiannis
2025 J jnl
Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review.
BMC Medical Informatics Decis. Mak.
Athanasios Kallipolitis, Konstantinos Moutselos, Argyrios Zafeiriou, Stelios Andreadis, Anastasia Matonaki, Thanos G. Stavropoulos, Ilias Maglogiannis
2024 J jnl
Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients.
Mach. Learn. Knowl. Extr.
Melina Tziomaka, Athanasios Kallipolitis, Andreas Menychtas, Parisis Gallos, Christos Panagopoulos, Alice Georgia Vassiliou, Edison Jahaj, Ioanna Dimopoulou, Anastasia Kotanidou, Ilias Maglogiannis
2024 J jnl
On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness.
Comput. Methods Programs Biomed.
Vangelis Lamprou, Athanasios Kallipolitis, Ilias Maglogiannis
2024 J jnl
Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients.
Inf.
Edison Jahaj, Parisis Gallos, Melina Tziomaka, Athanasios Kallipolitis, Apostolos Pasias, Christos Panagopoulos, Andreas Menychtas, Ioanna Dimopoulou, Anastasia Kotanidou, Ilias Maglogiannis, Alice Georgia Vassiliou
2024 — conf
Vitiligo Skin Segmentation: An Image-Based Unsupervised Learning Approach.
MICAD
Melina Tziomaka, Athanasios Kallipolitis, Stelios Andreadis, Anastasia Matonaki, Thanos G. Stavropoulos, Ilias Maglogiannis
2023 J jnl
Ensembling to Leverage the Interpretability of Medical Image Analysis Systems.
IEEE Access
Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis
2023 J jnl
Improving explainability results of convolutional neural networks in microscopy images.
Neural Comput. Appl.
Athanasios Kallipolitis, Panayiotis Yfantis, Ilias Maglogiannis
2023 — conf
Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records.
AIAI (1)
Athanasios Kallipolitis, Parisis Gallos, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis
2022 — conf
Explainable computer vision analysis for embryo selection on blastocyst images.
BHI
Athanasios Kallipolitis, Melina Tziomaka, Dimitris Papadopoulos, Ilias Maglogiannis
2021 J jnl
Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images.
Algorithms
Athanasios Kallipolitis, Kyriakos Revelos, Ilias Maglogiannis
2021 — conf
Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions.
AIAI (Workshops)
Melina Tziomaka, Athanasios Kallipolitis, Panayiotis Tsanakas, Ilias Maglogiannis
2021 — conf
Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms.
EMBC
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
2020 J jnl
Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence.
Neural Comput. Appl.
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
2020 — conf
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.
SETN
Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis
2020 — conf
Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images.
VISIGRAPP (5: VISAPP)
Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis
2020 — ch.
Passive Emotion Recognition Using Smartphone Sensing Data.
Advanced Computational Intelligence in Healthcare (7)
I. P. Kalogirou, Athanasios Kallipolitis, Ilias Maglogiannis
2019 — conf
Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images.
EMBC
Athanasios Kallipolitis, Ilias Maglogiannis
2019 Misc conf
Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features.
AIAI
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
2018 Misc conf
Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features.
AIAI
Athanasios Kallipolitis, Ilias Maglogiannis