Aristotelis Ballas

IEEE Trans. Artif. Intell., December, 2024

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning.

[BibT_eX]

[DOI]

IEEE Access, 2024

CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data.

[BibT_eX]

[DOI]

Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024

2023

On the Out-Of-Distribution Robustness of Self-Supervised Representation Learning for Phonocardiogram Signals.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

CNNs with Multi-Level Attention for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

CNN Feature Map Augmentation for Single-Source Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

2022

An Artificial Intelligence Outlook for Colorectal Cancer Screening.

[BibT_eX]

[DOI]

Panagiotis Katrakazas

Marco Anisetti

Ilias Spais

CoRR, 2022

Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge.

[BibT_eX]

[DOI]

Anastasios Delopoulos

CoRR, 2022

Multi-layer Representation Learning for Robust OOD Image Classification.

[BibT_eX]

[DOI]

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds.

[BibT_eX]

[DOI]

Anastasios Delopoulos

Proceedings of the Computing in Cardiology, 2022

Cancer Screening.

[BibT_eX]

[DOI]

Panagiotis Katrakazas

Marco Anisetti

Ilias Spais

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

Ωto_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses.

[BibT_eX]

[DOI]