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

Informacje na temat projektu

REBECCA

Identyfikator umowy o grant: 965231

DOI

10.3030/965231

Projekt został zamknięty

Data podpisania przez KE 18 Stycznia 2021

Data rozpoczęcia 1 Kwietnia 2021

Data zakończenia 30 Września 2025

Finansowanie w ramach

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

Koszt całkowity

€ 5 280 276,25

Wkład UE

€ 5 280 276,25

Koordynowany przez

ARISTOTELIO PANEPISTIMIO THESSALONIKIS
Greece

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Peer reviewed articles (8)

Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation

Autorzy: Niki Kiriakidou; Christos Diou
Opublikowane w:  International Journal of Neural Systems (IJNS), 2023, ISSN 0129-0657
Wydawca: 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

Autorzy: Alexandros Papadopoulos; Anastasios Delopoulos
Opublikowane w: IEEE Journal of Biomedical and Health Informatics, 2023, ISSN 2168-2194
Wydawca: 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

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

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

Autorzy: Aristotelis Ballas; Christos Diou
Opublikowane w: IEEE Transactions on Artificial Intelligence, 2024, ISSN 2691-4581
Wydawca: IEEE
DOI: 10.1109/tai.2024.3377173

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

Autorzy: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis
Opublikowane w: Appetite, 2022, ISSN 0195-6663
Wydawca: 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

Autorzy: 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
Opublikowane w: Clinical and Experimental Medicine, Numer 26, 2026, ISSN 1591-9528
Wydawca: Springer Science and Business Media LLC
DOI: 10.1007/s10238-026-02073-y

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

Autorzy: Aristotelis Ballas; Christos Diou
Opublikowane w: IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, ISSN 2471-285X
Wydawca: IEEE
DOI: 10.1109/tetci.2023.3306253

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

Autorzy: Niki Kiriakidou, Aristotelis Ballas, Cristina Meliá Hernando, Anna Miralles, Teta Stamati, Dimosthenis Anagnostopoulos, Christos Diou
Opublikowane w: Applied Sciences, Numer 14, 2025, Strona(/y) 9700, ISSN 2076-3417
Wydawca: 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

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

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

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

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

Autorzy: Vlachopoulou, Valasia; Sarafis, Ioannis; Papadopoulos, Alexandros
Opublikowane w: 18th International Workshop on Semantic and Social Media Adaptation & Personalization, Numer 8, 2023, ISBN 979-8-3503-2771-7
Wydawca: IEEE
DOI: 10.1109/smap59435.2023.10255199

An Improved Neural Network Model for Treatment Effect Estimation

Autorzy: Kiriakidou, Niki; Diou, Christos
Opublikowane w: 18th International Conference on Artificial Intelligence Applications and Innovations, 2022
Wydawca: Springer
DOI: 10.48550/arxiv.2205.11106

Chewing Detection from Commercial Smart-glasses

Autorzy: Papapanagiotou, Vasileios; Liapi, Anastasia; Delopoulos, Anastasios
Opublikowane w: MADiMa '22: Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, Numer 4, 2022, ISBN 978-1-4503-9502-1
Wydawca: 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

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

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

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

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

Autorzy: Ballas Aristotelis; Papapanagiotou Vasileios; Delopoulos Anastasios; Diou Christos
Opublikowane w: 49th Computing in Cardiology Conference, 2022
Wydawca: IEEE
DOI: 10.48550/arxiv.2208.14845

Estimation of Food Intake Quantity Using Inertial Signals from Smartwatches

Autorzy: Ioannis Levi, Konstantinos Kyritsis, Vasileios Papapanagiotou, Georgios Tsakiridis, and Anastasios Delopoulos
Opublikowane w: 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025), Numer Annual, 2025
Wydawca: IEEE
DOI: 10.48550/arxiv.2502.06649

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

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

Artificial intelligence and machine learning for objective intake monitoring

Autorzy: Diou, Christos; Kyritsis, Konstantinos; Papapanagiotou, Vasileios; Sarafis, Ioannis; Delopoulos Anastasios
Opublikowane w: 1st International Conference of Nutritional Sciences and Dietetics, 2022
Wydawca: 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

Autorzy: Anna Barachanou and Filareti Tsalakanidou and Symeon Papadopoulos
Opublikowane w: Conference and Labs of the Evaluation Forum, Numer Annual, 2024
Wydawca: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.17764430

Bite-Weight Estimation Using Commercial Ear Buds

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

Multi-layer Representation Learning for Robust OOD Image Classification

Autorzy: Aristotelis Ballas; Christos Diou
Opublikowane w: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Wydawca: Association for Computing Machinery
DOI: 10.48550/arxiv.2207.13678

CNNs with Multi-Level Attention for Domain Generalization

Autorzy: Aristotelis Ballas; Christos Diou
Opublikowane w: ACM International Conference on Multimedia Retrieval 2023, 2023, ISBN 9798400701788
Wydawca: 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

Autorzy: Papapanagiotou, Vasileios; Diou, Christos; Delopoulos, Anastasios
Opublikowane w: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Numer Annual, 2021
Wydawca: IEEE
DOI: 10.48550/arxiv.2108.00769

An evaluation framework for comparing causal inference models

Autorzy: Kiriakidou Niki; Diou Christos
Opublikowane w: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 2022
Wydawca: Association for Computing Machinery
DOI: 10.1145/3549737.3549780

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

Autorzy: Ioannis Sarafis, Alexandros Papadopoulos and Anastasios Delopoulos
Opublikowane w: Numer Annual, 2025
Wydawca: IEEE
DOI: 10.48550/arxiv.2509.19028