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

Información del proyecto

REBECCA

Identificador del acuerdo de subvención: 965231

DOI

10.3030/965231

Proyecto cerrado

Fecha de la firma de la CE 18 Enero 2021

Fecha de inicio 1 Abril 2021

Fecha de finalización 30 Septiembre 2025

Financiado con arreglo a

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

Coste total

€ 5 280 276,25

Aportación de la UE

€ 5 280 276,25

Coordinado por

ARISTOTELIO PANEPISTIMIO THESSALONIKIS
Greece

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (4)

REBECCA system evaluation and acceptance by patients and health professionals

Formal presentation of the REBECCA evaluation, integrating study-specific evaluation and acceptance outcomes by patients and health professionals, the feedback collected during the second workshop and the outcomes of the External Expert System Evaluation performed within the REBECCA network.

REBECCA co-creation methodology and plan

Document describing the co-creation methodology, plan and processes to be followed in the project. Live document with releases on M9 and M39.

Legal, ethical and operational framework

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

Best practices for integration of multi-source RWD into existing clinical workflows

A systematic presentation of the achievements, the challenges and the lessons learned through the realization of the REBECCA studies, with an out-of-project audience, aiming at facilitating the use of REBECCA (or other comparable RWD collection tools) by relevant stakeholders.

Websites, patent fillings, videos etc. (1)

Project website and dissemination material

Project website social media accounts leaflets posters presentations

Publicaciones

Peer reviewed articles (8)

Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation

Autores: Niki Kiriakidou; Christos Diou
Publicado en:  International Journal of Neural Systems (IJNS), 2023, ISSN 0129-0657
Editor: 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

Autores: Alexandros Papadopoulos; Anastasios Delopoulos
Publicado en: IEEE Journal of Biomedical and Health Informatics, 2023, ISSN 2168-2194
Editor: 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

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

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

Autores: Aristotelis Ballas; Christos Diou
Publicado en: IEEE Transactions on Artificial Intelligence, 2024, ISSN 2691-4581
Editor: IEEE
DOI: 10.1109/tai.2024.3377173

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

Autores: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis
Publicado en: Appetite, 2022, ISSN 0195-6663
Editor: Elsevier BV
DOI: 10.1016/j.appet.2022.106096

Monitoring cancer-related fatigue and quality of life in breast and prostate cancer patients after primary treatment: a study protocol for the REBECCA trials in Norway

Autores: Marius Stensland, Karina F. Bru, Marie Austdal, Ingrid H. Dahl, Kristin Jonsdottir, Tone H. Lende, Cato Heimvik, Inger Elve, Roald Omdal, Mark van der Giezen, Ingeborg Kvivik, Berthine Tangeland, Lisbeth Davidsen, Masood Hashemi, Adam Cais, Karlijn J. van Dijk, Yohannes Seyoum, Vibeke Blåfjelldal, Siri Tungland Sola, Alexandros Papadopoulos, Niki Kiriakidou, Ioannis Ioakeimidis, Christos Diou, Io
Publicado en: Clinical and Experimental Medicine, Edición 26, 2026, ISSN 1591-9528
Editor: Springer Science and Business Media LLC
DOI: 10.1007/s10238-026-02073-y

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

Autores: Aristotelis Ballas; Christos Diou
Publicado en: IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, ISSN 2471-285X
Editor: IEEE
DOI: 10.1109/tetci.2023.3306253

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

Autores: Niki Kiriakidou, Aristotelis Ballas, Cristina Meliá Hernando, Anna Miralles, Teta Stamati, Dimosthenis Anagnostopoulos, Christos Diou
Publicado en: Applied Sciences, Edición 14, 2025, Página(s) 9700, ISSN 2076-3417
Editor: 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

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

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

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

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

Autores: Vlachopoulou, Valasia; Sarafis, Ioannis; Papadopoulos, Alexandros
Publicado en: 18th International Workshop on Semantic and Social Media Adaptation & Personalization, Edición 8, 2023, ISBN 979-8-3503-2771-7
Editor: IEEE
DOI: 10.1109/smap59435.2023.10255199

An Improved Neural Network Model for Treatment Effect Estimation

Autores: Kiriakidou, Niki; Diou, Christos
Publicado en: 18th International Conference on Artificial Intelligence Applications and Innovations, 2022
Editor: Springer
DOI: 10.48550/arxiv.2205.11106

Chewing Detection from Commercial Smart-glasses

Autores: Papapanagiotou, Vasileios; Liapi, Anastasia; Delopoulos, Anastasios
Publicado en: MADiMa '22: Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, Edición 4, 2022, ISBN 978-1-4503-9502-1
Editor: 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

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

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

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

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

Autores: Ballas Aristotelis; Papapanagiotou Vasileios; Delopoulos Anastasios; Diou Christos
Publicado en: 49th Computing in Cardiology Conference, 2022
Editor: IEEE
DOI: 10.48550/arxiv.2208.14845

Estimation of Food Intake Quantity Using Inertial Signals from Smartwatches

Autores: Ioannis Levi, Konstantinos Kyritsis, Vasileios Papapanagiotou, Georgios Tsakiridis, and Anastasios Delopoulos
Publicado en: 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025), Edición Annual, 2025
Editor: IEEE
DOI: 10.48550/arxiv.2502.06649

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

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

Artificial intelligence and machine learning for objective intake monitoring

Autores: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis; Delopoulos Anastasios
Publicado en: 1st International Conference of Nutritional Sciences and Dietetics, 2022
Editor: 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

Autores: Anna Barachanou and Filareti Tsalakanidou and Symeon Papadopoulos
Publicado en: Conference and Labs of the Evaluation Forum, Edición Annual, 2024
Editor: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.17764430

Bite-Weight Estimation Using Commercial Ear Buds

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

Multi-layer Representation Learning for Robust OOD Image Classification

Autores: Aristotelis Ballas; Christos Diou
Publicado en: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Editor: Association for Computing Machinery
DOI: 10.48550/arxiv.2207.13678

CNNs with Multi-Level Attention for Domain Generalization

Autores: Aristotelis Ballas; Christos Diou
Publicado en: ACM International Conference on Multimedia Retrieval 2023, 2023, ISBN 9798400701788
Editor: 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

Autores: Papapanagiotou, Vasileios; Diou, Christos; Delopoulos, Anastasios
Publicado en: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Edición Annual, 2021
Editor: IEEE
DOI: 10.48550/arxiv.2108.00769

An evaluation framework for comparing causal inference models

Autores: Kiriakidou Niki; Diou Christos
Publicado en: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Editor: Association for Computing Machinery
DOI: 10.1145/3549737.3549780

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

Autores: Ioannis Sarafis, Alexandros Papadopoulos and Anastasios Delopoulos
Publicado en: Edición Annual, 2025
Editor: IEEE
DOI: 10.48550/arxiv.2509.19028