News & Publication

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