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

Project Information

REBECCA

Grant agreement ID: 965231

DOI

10.3030/965231

Project closed

EC signature date 18 January 2021

Start date 1 April 2021

End date 30 September 2025

Funded under

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

Total cost

€ 5 280 276,25

EU contribution

€ 5 280 276,25

Coordinated by

ARISTOTELIO PANEPISTIMIO THESSALONIKIS
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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 (6)

Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation

Author(s): Niki Kiriakidou; Christos Diou
Published in:  International Journal of Neural Systems (IJNS), 2023, ISSN 0129-0657
Publisher: 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

Author(s): Alexandros Papadopoulos; Anastasios Delopoulos
Published in: IEEE Journal of Biomedical and Health Informatics, 2023, ISSN 2168-2194
Publisher: 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

Author(s): Siargkas, Christos; Papapanagiotou, Vasileios; Delopoulos, Anastasios
Published in: IEEE Transactions on Intelligent Transportation Systems, 2024, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2024.3387834

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

Author(s): Aristotelis Ballas; Christos Diou
Published in: IEEE Transactions on Artificial Intelligence, 2024, ISSN 2691-4581
Publisher: IEEE
DOI: 10.1109/tai.2024.3377173

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

Author(s): Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis
Published in: Appetite, 2022, ISSN 0195-6663
Publisher: Elsevier BV
DOI: 10.1016/j.appet.2022.106096

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

Author(s): Aristotelis Ballas; Christos Diou
Published in: IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, ISSN 2471-285X
Publisher: IEEE
DOI: 10.1109/tetci.2023.3306253

Conference proceedings (14)

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

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

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

Author(s): Georgia Panatalona, Anna Barachanou, Nikolaos Loukas, Lazaros Apostolidis, Filareti Tsalakanidou, Symeon Papadopoulos
Published in: 20th International Conference on Content-based Multimedia Indexing, 2023
Publisher: Association for Computing Machinery
DOI: 10.1145/3617233.3617264

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

Author(s): Vlachopoulou, Valasia; Sarafis, Ioannis; Papadopoulos, Alexandros
Published in: 18th International Workshop on Semantic and Social Media Adaptation & Personalization, Issue 8, 2023, ISBN 979-8-3503-2771-7
Publisher: IEEE
DOI: 10.1109/smap59435.2023.10255199

An Improved Neural Network Model for Treatment Effect Estimation

Author(s): Kiriakidou, Niki; Diou, Christos
Published in: 18th International Conference on Artificial Intelligence Applications and Innovations, 2022
Publisher: Springer
DOI: 10.48550/arxiv.2205.11106

Chewing Detection from Commercial Smart-glasses

Author(s): Papapanagiotou, Vasileios; Liapi, Anastasia; Delopoulos, Anastasios
Published in: MADiMa '22: Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, Issue 4, 2022, ISBN 978-1-4503-9502-1
Publisher: 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

Author(s): Ballas, Aristotelis; Diou, Christos
Published in: 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService), 2022, ISBN 978-1-6654-5890-0
Publisher: IEEE
DOI: 10.1109/bigdataservice55688.2022.00009

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

Author(s): Anastasios Iliopoulos, John Violos, Christos Diou, Iraklis Varlamis
Published in: 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023, ISBN 979-8-3503-3534-7
Publisher: IEEE
DOI: 10.1109/bigdataservice58306.2023.00007

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

Author(s): Ballas Aristotelis; Papapanagiotou Vasileios; Delopoulos Anastasios; Diou Christos
Published in: 49th Computing in Cardiology Conference, 2022
Publisher: IEEE
DOI: 10.48550/arxiv.2208.14845

Artificial intelligence and machine learning for objective intake monitoring

Author(s): Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis; Delopoulos Anastasios
Published in: 1st International Conference of Nutritional Sciences and Dietetics, 2022
Publisher: Public Health and Toxicology
DOI: 10.18332/pht/149545

Bite-Weight Estimation Using Commercial Ear Buds

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

Multi-layer Representation Learning for Robust OOD Image Classification

Author(s): Aristotelis Ballas; Christos Diou
Published in: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Publisher: Association for Computing Machinery
DOI: 10.48550/arxiv.2207.13678

CNNs with Multi-Level Attention for Domain Generalization

Author(s): Aristotelis Ballas; Christos Diou
Published in: ACM International Conference on Multimedia Retrieval 2023, 2023, ISBN 9798400701788
Publisher: 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

Author(s): Papapanagiotou, Vasileios; Diou, Christos; Delopoulos, Anastasios
Published in: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Issue Annual, 2021
Publisher: IEEE
DOI: 10.48550/arxiv.2108.00769

An evaluation framework for comparing causal inference models

Author(s): Kiriakidou Niki; Diou Christos
Published in: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Publisher: Association for Computing Machinery
DOI: 10.1145/3549737.3549780