Here the Partners will upload the scientific papers and the output of the STOP project.
Deliverables
Documents, reports
Obesity Care & Connected Health Platform Validation
This report documents the outcomes of executed trials and pilots for system validation and input for further developmentOthers as stated in the proposal OKK will be the deliverable lead because of there expertise and efforts in this WPReport on STOP Platform requirements analysis, architecture specification, harmonization, integration and Deployment
This deliverable documents STOP Platform requirements analysis, architecture, harmonization, integration and Deployment specification.STOP Platform Data and Knowledge Management, Pre-Processing and User Interaction requirements analysis, specification and implementation
This deliverable documents the Data-/ Knowledge Management and Pre-Processing and User Interaction requirements analysis, specification and implementation. The document will related, to insights from WP1STOP Platform Information, Feature Extraction, Big Data and Machine Learning requirements analysis and architecture specification.
This deliverable documents Information and Feature Extraction requirements analysis and architecture specification. The document will related, to insights from WP1 Others as stated in the proposal CIT will be the deliverable lead, because of there expertise and efforts in this WP.
Demonstrators, pilots, prototypes
Big Data Application layer first release
Software releaseSTOP Data and Knowledge Management, Pre-Processing and User Interaction layer first release
Software releaseSTOP Platform first release
Software release
Websites, patent filings, videos etc.
STOP website and promotional material
This deliverable documents the availability of the Website, promotion templates, …
Publications
STOP Project: Development of STOP portal, data and knowledge ecosystem for healthcare professionals and persons with obesity
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Mattias Hemmje, Louise Lynch, Raymond Bond, Haiying Wang, Mike McTear
Published in: The European Congress on Obesity 2023, 2020
Publisher: The European Congresson Obesity
Innovative online platform to support communication for persons with obesity: STOP Portal
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Mattias Hemmje, Louise Lynch, Raymond Bond, Haiying Wang, Mike McTear
Published in: International Conference on Communication in Healthcare (ICCH) 2022, 2022
Publisher: International Conference on Communication in Healthcare (ICCH)
Obesity management and prevention through the foundation of an innovative platform to support persons with obesity: STOP Portal, feasibility study
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Mattias Hemmje, Louise Lynch, Raymond Bond, Haiying Wang, Mike McTear
Published in: European Association for the Study of Obesity, 2022
Publisher: European Association for the Study of Obesity
Innovative technology in obesity Management: STOP Portal
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Mattias Hemmje, Louise Lynch, Raymond Bond, Haiying Wang, Mike McTear
Published in: International Conference on Communication in Healthcare (ICCH) 2021, 2021
Publisher: International Conference on Communication in Healthcare (ICCH)
Innovative obesity management and prevention online portal to support persons with obesity: STOP Project RCT
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Mattias Hemmje, Louise Lynch, Raymond Bond, Haiying Wang, Mike McTear
Published in: The European Congress on Obesity 2023, 2023
Publisher: The European Congresson Obesity
Conference Proceedings
“STop Obesity Platform”: a gamified learning system to build a new healthier life-style
Author(s): Zampella, M., Brunetti, E., Mugione, M., Di, Fuccio R.; Ponticorvo M., Ferrara, F.
Published in: Stat. Edu’21-New Perspectives in Statistics Education, 2022, ISBN 978-88-6887-124-6
Publisher: FedOA-Federico II University Press
DOI: 10.6093/978-88-6887-124-6
Chatbot based Behaviour Analysis for Obesity Support Platform
Author(s): Yanxin Wu, Ryan Donovan, Binh Vu, Felix Engel, Matthias Hemmje, and Haithem Afli
Published in: The 6th Collaborative European Research Conference, Vol 2815, 2020
Publisher: CEUR Workshop Proceedings
STOP Project: Development of STOP portal, data and knowledge ecosystem for healthcare professionals and persons with obesity
Author(s): Anne Moorhead, Huiru Zheng, Felix Engel, Binh Vu, Matthias Hemmje, RR Bond, Haiying / HY Wang, Mike McTear
Published in: European and International Congress on Obesity, 4 Sep 2020, 2020, Page(s) 1
Publisher: European and International Congress on Obesity
Towards Continuous Professional Monitoring of Health Status Based on Energetic Balancing
Author(s): Vu, B., Bruchhaus, S., Moorhead, A., Zheng, H., D’Arco, L., Lynch, L., … & Hemmje, M.
Published in: 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022, Page(s) 72-77
Publisher: IEEE
Digital Storytelling: a learning perspective
Author(s): Brunetti, E., Zampella, M., Di Fuccio, R., Ferrara, F., & Miglino, O.
Published in: 2021
Publisher: CEUR Workshop Proceedings
A Rapid Detection of Parkinson’s Disease using Smart Insoles: A Statistical and Machine Learning Approach
Author(s): Luigi D’Arco, Haiying Wang, Huiru Zheng
Published in: IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 06-08 December 2022, 2022, Page(s) 2985-2992, ISBN 978-1-6654-6819-0
Publisher: IEEE
DOI: 10.1109/bibm55620.2022.9995237
A Virtual Reality Training Tool to Improve Weight-Related Communication Across Healthcare Settings
Author(s): Fiona Quigley, Anne Moorhead, Raymond Bond, Huiru Zheng, Toni McAloon
Published in: Proceedings of the 31st European Conference on Cognitive Ergonomics, 2019, Page(s) 19-22, ISBN 9781450371667
Publisher: ACM
DOI: 10.1145/3335082.3335121
Is there an Optimal Technology to Provide Personal Supportive Feedback in Prevention of Obesity?
Author(s): Simone Sandri, Matthias Hemmje, Huiru Zheng, Felix Engel, Anne Moorhead, Haiying Wang, Raymond Bond, Mike McTear, Andrea Molinari, Paolo Bouquet
Published in: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019, Page(s) 1-6, ISBN 978-1-7281-1867-3
Publisher: IEEE
DOI: 10.1109/bibm47256.2019.8983405
STOP: a gamified approach to support obese patients in changing their health habits
Author(s): Raffaele Di Fuccio, Monica Zampella, Orazio Miglino
Published in: PSYCHOBIT 2020, Vol. 2730, 2020, Page(s) 24
Publisher: CEUR Workshop Proceedings
The SToP project app: promoting the creation of habits through explicit learning and self-monitoring
Author(s): Fusco, L., Diano, F., Somma, F., Di Fuccio, R., Ferrara, F., & Sica, L. S.
Published in: PSYCHOBIT, 2021
Publisher: CEUR Workshop Proceedings
Peer reviewed articles
Bi-Objective Genetic Algorithm Fitness Function for Feature Selection on Microbiome Datasets
Author(s): Leske, Mike, Francesca Bottacini, Haithem Afli, and Bruno G. N. Andrade
Published in: Methods and Protocols, 5(3):42, 2022, ISSN 2409-9279
Publisher: MDPI
DOI: 10.3390/mps5030042
Performance and Information Leakage in Splitfed Learning and Multi-Head Split Learning in Healthcare Data and Beyond
Author(s): Joshi, Praveen, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzaman, Ted Scully, and Haithem Afli
Published in: Methods and Protocols, 2022, ISSN 2409-9279
Publisher: MDPI
DOI: 10.3390/mps5040060
Enabling All In-Edge Deep Learning: A Literature Review
Author(s): P. Joshi, M. Hasanuzzaman, C. Thapa, H. Afli and T. Scully
Published in: IEEE Access, Vol 11, 2023, Page(s) 3431-3460, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3234761
Assessing Impact of Sensors and Feature Selection in Smart-Insole-Based Human Activity Recognition
Author(s): Luigi D’Arco, Haiying Wang, Huiru Zheng
Published in: Methods and Protocols, 5 (3), 2022, ISSN 2409-9279
Publisher: MDPI
DOI: 10.3390/mps5030045
Deep Learning in Systems Medicine
Author(s): Haiying Wang, Estelle Pujos-Guillot, Blandine Comte, Joao Luis de Miranda, Vojtech Spiwok, Ivan Chorbev, Filippo Castiglione, Paolo Tieri, Steven Watterson, Roisin McAllister, Tiago de Melo Malaquias, Massimiliano Zanin, Taranjit Singh Rai, Huiru Zheng
Published in: Briefings in Bioinformatics, Volume 22, Issue 2, March 2021, 2021, Page(s) 1543-1559, ISSN 1433-3058
Publisher: Oxford Academic
DOI: 10.1093/bib/bbaa237