Athanasios Kallipolitis

According to our database, Athanasios Kallipolitis authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., June, 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., May, 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

2023

Improving explainability results of convolutional neural networks in microscopy images.

Athanasios Kallipolitis, Panayiotis Yfantis, Ilias Maglogiannis

Neural Comput. Appl., October, 2023

Ensembling to Leverage the Interpretability of Medical Image Analysis Systems.

Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis

IEEE Access, 2023

Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records.

Athanasios Kallipolitis, Parisis Gallos, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022

Explainable computer vision analysis for embryo selection on blastocyst images.

Athanasios Kallipolitis, Melina Tziomaka, Dimitris Papadopoulos, Ilias Maglogiannis

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images.

Athanasios Kallipolitis, Kyriakos Revelos, Ilias Maglogiannis

Algorithms, 2021

Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions.

Melina Tziomaka, Athanasios Kallipolitis, Panayiotis Tsanakas, Ilias Maglogiannis

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms.

Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Passive Emotion Recognition Using Smartphone Sensing Data.

I. P. Kalogirou, Athanasios Kallipolitis, Ilias Maglogiannis

Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 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

Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images.

Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

2019

Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features.

Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images.

Athanasios Kallipolitis, Ilias Maglogiannis

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features.

Athanasios Kallipolitis, Ilias Maglogiannis

Proceedings of the Artificial Intelligence Applications and Innovations, 2018