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ORCIDAthanasios Kallipolitis
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Journal Articles
- 2024
[j7]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: 108238 (2024)- [j6]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): 286 (2024) - [j5]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): 1323-1342 (2024) - 2023
- [j4]Argyrios Zafeiriou, Athanasios Kallipolitis, Ilias Maglogiannis:
Ensembling to Leverage the Interpretability of Medical Image Analysis Systems. IEEE Access 11: 76437-76447 (2023) - [j3]Athanasios Kallipolitis, Panayiotis Yfantis, Ilias Maglogiannis:
Improving explainability results of convolutional neural networks in microscopy images. Neural Comput. Appl. 35(29): 21535-21553 (2023) - 2021
- [j2]Athanasios Kallipolitis, Kyriakos Revelos, Ilias Maglogiannis:
Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images. Algorithms 14(10): 278 (2021) - 2020
- [j1]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): 17125-17136 (2020)
Conference and Workshop Papers
- 2023
- [c9]Athanasios Kallipolitis, Parisis Gallos, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis:
Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records. AIAI (1) 2023: 279-290 - 2022
- [c8]Athanasios Kallipolitis, Melina Tziomaka, Dimitris Papadopoulos, Ilias Maglogiannis:
Explainable computer vision analysis for embryo selection on blastocyst images. BHI 2022: 1-4 - 2021
- [c7]Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis:
Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms. EMBC 2021: 1857-1860 - [c6]Melina Tziomaka, Athanasios Kallipolitis, Panayiotis Tsanakas, Ilias Maglogiannis:
Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions. AIAI Workshops 2021: 182-193 - 2020
- [c5]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: 67-73 - [c4]Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis:
Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images. VISIGRAPP (5: VISAPP) 2020: 853-858 - 2019
- [c3]Athanasios Kallipolitis, Ilias Maglogiannis:
Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images. EMBC 2019: 7036-7039 - [c2]Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis:
Emotion Analysis in Hospital Bedside Infotainment Platforms Using Speeded up Robust Features. AIAI 2019: 127-138 - 2018
- [c1]Athanasios Kallipolitis, Ilias Maglogiannis:
Content Based Image Retrieval in Digital Pathology Using Speeded Up Robust Features. AIAI 2018: 374-384
Parts in Books or Collections
- 2020
- [p1]I. P. Kalogirou, Athanasios Kallipolitis, Ilias Maglogiannis:
Passive Emotion Recognition Using Smartphone Sensing Data. Advanced Computational Intelligence in Healthcare (7) 2020: 17-28
Coauthor Index
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last updated on 2024-10-07 22:09 CEST by the dblp team
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