REsearch on BrEast Cancer induced chronic conditions supported by Causal Analysis of multi-source data

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Publications

A Bottom-up method Towards the Automatic and Objective Monitoring of Smoking Behavior In-the-wild using Wrist-mounted Inertial Sensors

Auteurs: Athanasios Kirmizis; Konstantinos Kyritsis; Anastasios Delopoulos
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
Éditeur: IEEE
DOI: 10.48550/arxiv.2109.03475

Food Image Classification and Segmentation with Attention-Based Multiple Instance Learning

Auteurs: Vlachopoulou, Valasia; Sarafis, Ioannis; Papadopoulos, Alexandros
Publié dans: 18th International Workshop on Semantic and Social Media Adaptation & Personalization, Numéro 8, 2023, ISBN 979-8-3503-2771-7
Éditeur: IEEE
DOI: 10.1109/smap59435.2023.10255199

An Improved Neural Network Model for Treatment Effect Estimation

Auteurs: Kiriakidou, Niki; Diou, Christos
Publié dans: 18th International Conference on Artificial Intelligence Applications and Innovations, 2022
Éditeur: Springer
DOI: 10.48550/arxiv.2205.11106

Chewing Detection from Commercial Smart-glasses

Auteurs: Papapanagiotou, Vasileios; Liapi, Anastasia; Delopoulos, Anastasios
Publié dans: MADiMa '22: Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, Numéro 4, 2022, ISBN 978-1-4503-9502-1
Éditeur: Association for Computing Machinery
DOI: 10.1145/3552484.3555746

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

Auteurs: Ballas, Aristotelis; Diou, Christos
Publié dans: 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService), 2022, ISBN 978-1-6654-5890-0
Éditeur: IEEE
DOI: 10.1109/bigdataservice55688.2022.00009

Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds

Auteurs: Ballas Aristotelis; Papapanagiotou Vasileios; Delopoulos Anastasios; Diou Christos
Publié dans: 49th Computing in Cardiology Conference, 2022
Éditeur: IEEE
DOI: 10.48550/arxiv.2208.14845

Artificial intelligence and machine learning for objective intake monitoring

Auteurs: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis; Delopoulos Anastasios
Publié dans: 1st International Conference of Nutritional Sciences and Dietetics, 2022
Éditeur: Public Health and Toxicology
DOI: 10.18332/pht/149545

Multi-layer Representation Learning for Robust OOD Image Classification

Auteurs: Aristotelis Ballas; Christos Diou
Publié dans: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Éditeur: Association for Computing Machinery
DOI: 10.48550/arxiv.2207.13678

Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone

Auteurs: Papapanagiotou, Vasileios; Diou, Christos; Delopoulos, Anastasios
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Numéro Annual, 2021
Éditeur: IEEE
DOI: 10.48550/arxiv.2108.00769

An evaluation framework for comparing causal inference models

Auteurs: Kiriakidou Niki; Diou Christos
Publié dans: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Éditeur: Association for Computing Machinery
DOI: 10.1145/3549737.3549780

Intake monitoring in free-living conditions: Overview and lessons we have learned

Auteurs: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis
Publié dans: Appetite, 2022, ISSN 0195-6663
Éditeur: Elsevier BV
DOI: 10.1016/j.appet.2022.106096

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