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

Informations projet

REBECCA

N° de convention de subvention: 965231

DOI

10.3030/965231

Projet clôturé

Date de signature de la CE 18 Janvier 2021

Date de début 1 Avril 2021

Date de fin 30 Septembre 2025

Financé au titre de

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Coût total

€ 5 280 276,25

Contribution de l’UE

€ 5 280 276,25

Coordonné par

ARISTOTELIO PANEPISTIMIO THESSALONIKIS
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (1)

Legal, ethical and operational framework

Consolidated information on legal ethical and operational restrictions that apply in the REBECCA context

Websites, patent fillings, videos etc. (1)

Project website and dissemination material

Project website social media accounts leaflets posters presentations

Publications

Peer reviewed articles (7)

Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation

Auteurs: Niki Kiriakidou; Christos Diou
Publié dans:  International Journal of Neural Systems (IJNS), 2023, ISSN 0129-0657
Éditeur: World Scientific Publishing Co
DOI: 10.1142/s0129065723500363

Leveraging Unlabelled Data in Multiple-Instance Learning Problems for Improved Detection of Parkinsonian Tremor in Free-Living Conditions

Auteurs: Alexandros Papadopoulos; Anastasios Delopoulos
Publié dans: IEEE Journal of Biomedical and Health Informatics, 2023, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2023.3267095

Transportation Mode Recognition Based on Low-Rate Acceleration and Location Signals With an Attention-Based Multiple-Instance Learning Network

Auteurs: Siargkas, Christos; Papapanagiotou, Vasileios; Delopoulos, Anastasios
Publié dans: IEEE Transactions on Intelligent Transportation Systems, 2024, ISSN 1524-9050
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2024.3387834

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

Auteurs: Aristotelis Ballas; Christos Diou
Publié dans: IEEE Transactions on Artificial Intelligence, 2024, ISSN 2691-4581
Éditeur: IEEE
DOI: 10.1109/tai.2024.3377173

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

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

Auteurs: Aristotelis Ballas; Christos Diou
Publié dans: IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, ISSN 2471-285X
Éditeur: IEEE
DOI: 10.1109/tetci.2023.3306253

A Causal Inference Methodology to Support Research on Osteopenia for Breast Cancer Patients

Auteurs: Niki Kiriakidou, Aristotelis Ballas, Cristina Meliá Hernando, Anna Miralles, Teta Stamati, Dimosthenis Anagnostopoulos, Christos Diou
Publié dans: Applied Sciences, Numéro 14, 2025, Page(s) 9700, ISSN 2076-3417
Éditeur: MDPI AG
DOI: 10.3390/app14219700

Conference proceedings (18)

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

Online Behaviour Indicator Extraction for Enhanced Cancer Patient Management using Real-World Data

Auteurs: Georgia Panatalona, Anna Barachanou, Nikolaos Loukas, Lazaros Apostolidis, Filareti Tsalakanidou, Symeon Papadopoulos
Publié dans: 20th International Conference on Content-based Multimedia Indexing, 2023
Éditeur: Association for Computing Machinery
DOI: 10.1145/3617233.3617264

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

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

Auteurs: Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
Publié dans: 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023, ISBN 979-8-3503-3534-7
Éditeur: IEEE
DOI: 10.1109/bigdataservice58306.2023.00007

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

Estimation of Food Intake Quantity Using Inertial Signals from Smartwatches

Auteurs: Ioannis Levi, Konstantinos Kyritsis, Vasileios Papapanagiotou, Georgios Tsakiridis, and Anastasios Delopoulos
Publié dans: 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025), Numéro Annual, 2025
Éditeur: IEEE
DOI: 10.48550/arxiv.2502.06649

REBECCA: A System for Real World Behavioural Data in Breast Cancer Clinical Research and Patient Care

Auteurs: Paraskevas Bourgos, Filopoimin Lykokanellos, Ioannis Sarafis, Alexandros Papadopoulos, Leonidas Alagialoglou, Vasileios Papapanagiotou, Niki Kiriakidou, Christos Diou, Lazaros Apostolidis, Anna Barach
Publié dans: World Congress on Electrical Engineering and Computer Systems and Science, Proceedings of the 11th World Congress on Electrical Engineering and Computer Systems and Science, Numéro Annual, 2025
Éditeur: Avestia Publishing
DOI: 10.11159/icbes25.185

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

EBECCA at eRisk 2024: Search for Symptoms of Depression Using Sentence Embeddings and Prompt-Based Filtering

Auteurs: Anna Barachanou and Filareti Tsalakanidou and Symeon Papadopoulos
Publié dans: Conference and Labs of the Evaluation Forum, Numéro Annual, 2024
Éditeur: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.17764430

Bite-Weight Estimation Using Commercial Ear Buds

Auteurs: Papapanagiotou, Vasileios; Ganotakis, Stefanos; Delopoulos, Anastasios
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
Éditeur: IEEE
DOI: 10.1109/embc46164.2021.9630500

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

CNNs with Multi-Level Attention for Domain Generalization

Auteurs: Aristotelis Ballas; Christos Diou
Publié dans: ACM International Conference on Multimedia Retrieval 2023, 2023, ISBN 9798400701788
Éditeur: Association for Computing Machinery
DOI: 10.1145/3591106.3592263

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

Weakly Supervised Food Image Segmentation using Vision Transformers and Segment Anything Model

Auteurs: Ioannis Sarafis, Alexandros Papadopoulos and Anastasios Delopoulos
Publié dans: Numéro Annual, 2025
Éditeur: IEEE
DOI: 10.48550/arxiv.2509.19028