| Ensembling EfficientNets for the classification and interpretation of histopathology images A Kallipolitis, K Revelos, I Maglogiannis Algorithms 14 (10), 278, 2021 | 42 | 2021 |
| Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence A Kallipolitis, M Galliakis, A Menychtas, I Maglogiannis Neural Computing and Applications 32 (23), 17125-17136, 2020 | 26 | 2020 |
| Emotion analysis in hospital bedside infotainment platforms using speeded up robust features A Kallipolitis, M Galliakis, A Menychtas, I Maglogiannis IFIP International Conference on Artificial Intelligence Applications and …, 2019 | 11 | 2019 |
| Creating visual vocabularies for the retrieval and classification of histopathology images A Kallipolitis, I Maglogiannis 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 8 | 2019 |
| Machine-learning-derived model for the stratification of cardiovascular risk in patients with ischemic stroke G Ntaios, D Sagris, A Kallipolitis, E Karagkiozi, E Korompoki, E Manios, ... Journal of Stroke and Cerebrovascular Diseases 30 (10), 106018, 2021 | 7 | 2021 |
| Explainable fully connected visual words for the classification of skin cancer confocal images: interpreting the influence of visual words in classifying benign vs malignant … A Kallipolitis, A Stratigos, A Zarras, I Maglogiannis 11th Hellenic conference on artificial intelligence, 67-73, 2020 | 6 | 2020 |
| Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images. A Kallipolitis, A Stratigos, A Zarras, I Maglogiannis VISIGRAPP (5: VISAPP), 853-858, 2020 | 6 | 2020 |
| Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions M Tziomaka, A Kallipolitis, P Tsanakas, I Maglogiannis IFIP International Conference on Artificial Intelligence Applications and …, 2021 | 4 | 2021 |
| Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records A Kallipolitis, P Gallos, A Menychtas, P Tsanakas, I Maglogiannis IFIP International Conference on Artificial Intelligence Applications and …, 2023 | 3 | 2023 |
| Explainable computer vision analysis for embryo selection on blastocyst images A Kallipolitis, M Tziomaka, D Papadopoulos, I Maglogiannis 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 3 | 2022 |
| Speech based affective analysis of patients embedded in telemedicine platforms A Kallipolitis, M Galliakis, A Menychtas, I Maglogiannis 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 3 | 2021 |
| Improving explainability results of convolutional neural networks in microscopy images A Kallipolitis, P Yfantis, I Maglogiannis Neural Computing and Applications 35 (29), 21535-21553, 2023 | 2 | 2023 |
| Content based image retrieval in digital pathology using speeded up robust features A Kallipolitis, I Maglogiannis Artificial Intelligence Applications and Innovations: 14th IFIP WG 12.5 …, 2018 | 2 | 2018 |
| On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness V Lamprou, A Kallipolitis, I Maglogiannis Computer Methods and Programs in Biomedicine, 108238, 2024 | 1 | 2024 |
| Ensembling to leverage the interpretability of medical image analysis systems A Zafeiriou, A Kallipolitis, I Maglogiannis IEEE Access, 2023 | 1 | 2023 |
| Passive Emotion Recognition Using Smartphone Sensing Data IP Kalogirou, A Kallipolitis, I Maglogiannis Advanced Computational Intelligence in Healthcare-7: Biomedical Informatics …, 2020 | 1 | 2020 |
| Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review A Kallipolitis, K Moutselos, A Zafeiriou, S Andreadis, A Matonaki, ... BMC Medical Informatics and Decision Making 25 (1), 10, 2025 | | 2025 |
| Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients M Tziomaka, A Kallipolitis, A Menychtas, P Gallos, C Panagopoulos, ... Machine Learning and Knowledge Extraction 6 (2), 1323-1342, 2024 | | 2024 |
| Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients E Jahaj, P Gallos, M Tziomaka, A Kallipolitis, A Pasias, C Panagopoulos, ... Information 15 (5), 286, 2024 | | 2024 |
