Athanasios Kallipolitis

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Fully Connected

Confocal Images

Top Venues

Neural Comput. Appl.

Publications

Melina Tziomaka, Athanasios Kallipolitis, Andreas Menychtas, Parisis Gallos, Christos Panagopoulos, Alice Georgia Vassiliou, Edison Jahaj, Ioanna Dimopoulou, Anastasia Kotanidou, Ilias Maglogiannis
Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Vangelis Lamprou, Athanasios Kallipolitis, Ilias Maglogiannis
On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness. Comput. Methods Programs Biomed. 253 (2024)
Edison Jahaj, Parisis Gallos, Melina Tziomaka, Athanasios Kallipolitis, Apostolos Pasias, Christos Panagopoulos, Andreas Menychtas, Ioanna Dimopoulou, Anastasia Kotanidou, Ilias Maglogiannis, Alice Georgia Vassiliou
Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients. Inf. 15 (5) (2024)
Athanasios Kallipolitis, Panayiotis Yfantis, Ilias Maglogiannis
Improving explainability results of convolutional neural networks in microscopy images. Neural Comput. Appl. 35 (29) (2023)
Athanasios Kallipolitis, Parisis Gallos, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis
Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records. AIAI (1) (2023)
Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis
Ensembling to Leverage the Interpretability of Medical Image Analysis Systems. IEEE Access 11 (2023)
Athanasios Kallipolitis, Melina Tziomaka, Dimitris Papadopoulos, Ilias Maglogiannis
Explainable computer vision analysis for embryo selection on blastocyst images. BHI (2022)
Melina Tziomaka, Athanasios Kallipolitis, Panayiotis Tsanakas, Ilias Maglogiannis
Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions. AIAI Workshops (2021)
Athanasios Kallipolitis, Kyriakos Revelos, Ilias Maglogiannis
Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images. Algorithms 14 (10) (2021)
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms. EMBC (2021)
Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis
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 (2020)
Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis
Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images. VISIGRAPP (5: VISAPP) (2020)
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence. Neural Comput. Appl. 32 (23) (2020)
Athanasios Kallipolitis, Ilias Maglogiannis
Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images. EMBC (2019)
Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis
Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features. AIAI (2019)
Athanasios Kallipolitis, Ilias Maglogiannis
Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features. AIAI (2018)