Athanasios Kallipolitis

Orcid: 0000-0001-9234-0069

According to our database1, Athanasios Kallipolitis authored at least 17 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients.
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.
Inf., May, 2024

On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness.
Comput. Methods Programs Biomed., 2024

2023
Improving explainability results of convolutional neural networks in microscopy images.
Neural Comput. Appl., October, 2023

Ensembling to Leverage the Interpretability of Medical Image Analysis Systems.
IEEE Access, 2023

Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

2022
Explainable computer vision analysis for embryo selection on blastocyst images.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Ensembling EfficientNets for the Classification and Interpretation of Histopathology Images.
Algorithms, 2021

Evaluating Mental Patients Utilizing Video Analysis of Facial Expressions.
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.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Passive Emotion Recognition Using Smartphone Sensing Data.
Proceedings of the Advanced Computational Intelligence in Healthcare - 7, 2020

Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence.
Neural Comput. Appl., 2020

Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images.
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.
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.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Creating Visual Vocabularies for The Retrieval And Classification of Histopathology Images.
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.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018


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