Big data against childhood Obesity

Project Information

BigO

Grant agreement ID: 727688

DOI 10.3030/727688

Project closed

EC signature date 17 October 2016

Start date 1 December 2016

End date 31 March 2021

Funded under

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

Total cost € 4 102 911,25

EU contribution € 4 102 911,25

Coordinated by

ARISTOTELIO PANEPISTIMIO THESSALONIKIS
Greece

Deliverables

Documents, reports (1)

Target uses scenarios

A free text description of BigO from the users’ perspective, implicitly identifying all roles and functionalities of the BigO system. This deliverable also includes the conclusions and action points of the user requirements collection workshop

Demonstrators, pilots, prototypes (1)

BigO personal mobile application

Prototype implementation (1st release) and documentation of the personal mobile application

Publications

Conference proceedings (10)

The BigO application: Usability and engagement among adolescents and children with obesity

Author(s): Arthurs N, Browne S, Boardman R, O'Donnell S, Doyle G, Kechadi T, Case L, Tully L, O'Malley G.
Published in: Obesity Reviews, Poster discussion, Issue 21/1, 2020, Page(s) p.251
Publisher: Blackwell Publishing Inc

BigO: Big Data Against Childhood Obesity

Author(s): Christos Diou, Ioannis Ioakeimidis, Evangelia Charmandari, Penio Kassari, Irini Lekka, Monica Mars, Cecilia Bergh, Tahar Kechadi, Gerardine Doyle, Grace O’Malley, Rachel Heimeier, Anna Karin Lindroos, Sofoklis Sotiriou, Evangelia Koukoula, Sergio Guillén, George Lymperopoulos, Nicos Maglaveras, Anastasios Delopoulos
Published in: 57th Annual ESPE Meeting (European Society for Paediatric Endocrinology) Athens, Greece, 27 - 29 Sep 2018, Issue P3-P127, 2019, Page(s) 335
Publisher: C.Karger AG

End-to-end Learning for Measuring in-meal Eating Behavior from a Smartwatch

Author(s): Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos
Published in: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Page(s) 5511-5514, ISBN 978-1-5386-3646-6
Publisher: IEEE
DOI: 10.1109/embc.2018.8513627

Personalised meal eating behaviour analysis via semi-supervised learning

Author(s): Alexandros Papadopoulos, Konstantinos Kyritsis, Ioannis Sarafis, Anastasios Delopoulos
Published in: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Page(s) 4768-4771, ISBN 978-1-5386-3646-6
Publisher: IEEE
DOI: 10.1109/embc.2018.8513174

Behaviour Profiles for Evidence-based Policies Against Obesity

Author(s): Ioannis Sarafis, Christos Diou, Anastasios Delopoulos
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 3596-3599, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857161

Assessment of In-Meal Eating Behaviour using Fuzzy SVM

Author(s): Ioannis Sarafis, Christos Diou, Ioannis Ioakimidis, Anastasios Delopoulos
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 6939-6942, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857606

Detecting Meals In the Wild Using the Inertial Data of a Typical Smartwatch

Author(s): Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 4229-4232, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/embc.2019.8857275

BigO: The use of new technologies for the management of childhood obesity - A clinical pilot study

Author(s): Athanasia Tragomalou, Penio Kassari, Ioannis Ioakeimidis, Konstantinos Filis, Eleni Theodoropoulou, Giorgos Lymperopoulos, Isabel Perez Cuevas, Youla Karavidopoulou, Christos Diou, Christos Maramis, Eirini Lekka, Nicos Maglaveras, Anastasios Delopoulos, Evangelia Charmandari
Published in: 58th Annual Meeting of the European Society of Paediatric Endocrinology (ESPE 2019), Issue ePoster presentation within the P3 category : Fat, Metabolism and Obesity, 2019
Publisher: Bioscientifica

BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment

Author(s): Christos Diou, Ioannis Sarafis, Vasileios Papapanagiotou, Leonidas Alagialoglou, Irini Lekka, Dimitrios Filos, Leandros Stefanopoulos, Vasileios Kilintzis, Christos Maramis, Youla Karavidopoulou, Nikos Maglaveras, Ioannis Ioakimidis, Evangelia Charmandari, Penio Kassari, Athanasia Tragomalou, Monica Mars, Thien-An Ngoc Nguyen, Tahar Kechadi, Shane O'Donnell, Gerardine Doyle, Sarah Browne, Grace O'
Published in: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Page(s) 5864-5867, ISBN 978-1-7281-1990-8
Publisher: IEEE
DOI: 10.1109/embc44109.2020.9175361

A clinical portal for childhood obesity management: acceptability and usability among healthcare professionals.

Author(s): Browne S, Boardman R, Arthurs N, O'Donnell S, Doyle G, Kechadi T, Case L, Tully L, O'Malley G.
Published in: Obesity Reviews, Poster discussion, Issue 21/1, 2020, Page(s) p. 322
Publisher: Blackwell Publishing Inc

Peer reviewed articles (11)

Formative Evaluation of a Smartphone App for Monitoring Daily Meal Distribution and Food Selection in Adolescents: Acceptability and Usability Study

Author(s): Billy Langlet, Christos Maramis, Christos Diou, Nikolaos Maglaveras, Petter Fagerberg, Rachel Heimeier, Irini Lekka, Anastasios Delopoulos, Ioannis Ioakimidis
Published in: JMIR mHealth and uHealth, Issue 8/7, 2020, Page(s) e14778, ISSN 2291-5222
Publisher: JMIR Mhealth Uhealth 2020;8(7):e14778
DOI: 10.2196/14778

Fast Eating Is Associated with Increased BMI among High-School Students

Author(s): Petter Fagerberg, Evangelia Charmandari, Christos Diou, Rachel Heimeier, Youla Karavidopoulou, Penio Kassari, Evangelia Koukoula, Irini Lekka, Nicos Maglaveras, Christos Maramis, Ioannis Pagkalos, Vasileios Papapanagiotou, Katerina Riviou, Ioannis Sarafis, Athanasia Tragomalou, Ioannis Ioakimidis
Published in: Nutrients, Issue 13/3, 2021, Page(s) 880, ISSN 2072-6643
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/nu13030880

Novel e-Health Applications for the Management of Cardiometabolic Risk Factors in Children and Adolescents in Greece

Author(s): Athanasia Tragomalou, George Moschonis, Yannis Manios, Penio Kassari, Ioannis Ioakimidis, Christos Diou, Leandros Stefanopoulos, Eirini Lekka, Nicos Maglaveras, Anastasios Delopoulos, Evangelia Charmandari
Published in: Nutrients, Issue 12/5, 2020, Page(s) 1380, ISSN 2072-6643
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/nu12051380

Image-Based Surrogates of Socio-Economic Status in Urban Neighborhoods Using Deep Multiple Instance Learning

Author(s): Christos Diou, Pantelis Lelekas, Anastasios Delopoulos
Published in: Journal of Imaging, Issue 4/11, 2018, Page(s) 125, ISSN 2313-433X
Publisher: MDBI Journal of Imaging
DOI: 10.3390/jimaging4110125

Control of Eating Behavior Using a Novel Feedback System

Author(s): Maryam Esfandiari, Vasileios Papapanagiotou, Christos Diou, Modjtaba Zandian, Jenny Nolstam, Per Södersten, Cecilia Bergh
Published in: Journal of Visualized Experiments, Issue 135, 2018, ISSN 1940-087X
Publisher: MYJoVE Corporation
DOI: 10.3791/57432

Automatic Analysis of Food Intake and Meal Microstructure Based on Continuous Weight Measurements

Author(s): Vasileios Papapanagiotou, Christos Diou, Ioannis Ioakimidis, Per Sodersten, Anastasios Delopoulos
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 23/2, 2019, Page(s) 893-902, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2018.2812243

A methodology for obtaining objective measurements of population obesogenic behaviors in relation to the environment

Author(s): Christos Diou, Ioannis Sarafis, Vasileios Papapanagiotou, Ioannis Ioakimidis, Anastasios Delopoulos
Published in: Statistical Journal of the IAOS, Issue 35/4, 2019, Page(s) 677-690, ISSN 1874-7655
Publisher: IOS Press
DOI: 10.3233/sji-190537

Modeling Wrist Micromovements to Measure In-Meal Eating Behavior From Inertial Sensor Data

Author(s): Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 23/6, 2019, Page(s) 2325-2334, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2019.2892011

Exploring associations between children’s obesogenic behaviours and local environment using big data (Preprint)

Author(s): Dimitris Filos, Irini Lekka, Vasileios Kilintzis, Leandros Stefanopoulos, Youla Karavidopoulou, Christos Maramis, Christos Diou, Ioannis Sarafis, Vasileios Papapanagiotou, Leonidas Alagialoglou, Ioannis Ioakeimidis, Maria Hassapidou, Evangelia Charmandari, Rachel Heimeier, Shane O’Donnell, Gerardine Doyle, Anastasios Delopoulos, Nicos Maglaveras
Published in: JMIR mHealth and uHealth, Issue Vol 9, Num 7, 2021, ISSN 2291-5222
Publisher: JMIR
DOI: 10.2196/26290

Mobile Health Apps in Pediatric Obesity Treatment: Process Outcomes From a Feasibility Study of a Multicomponent Intervention

Author(s): Sarah Browne, M-Tahar Kechadi, Shane O'Donnell, Mckenzie Dow, Louise Tully, Gerardine Doyle, Grace O'Malley
Published in: JMIR mHealth and uHealth, Issue 8/7, 2020, Page(s) e16925, ISSN 2291-5222
Publisher: JMIR
DOI: 10.2196/16925

Big Data Warehouse for Healthcare-Sensitive Data Applications

Author(s): Arsalan Shahid, Thien-An Ngoc Nguyen, M-Tahar Kechadi
Published in: Sensors, Issue 21/7, 2021, Page(s) 2353, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21072353

Book chapters (1)

Developing a Novel Citizen-Scientist Smartphone App for Collecting Behavioral and Affective Data from Children Populations

Author(s): Christos Maramis, Ioannis Ioakimidis, Vassilis Kilintzis, Leandros Stefanopoulos, Eirini Lekka, Vasileios Papapanagiotou, Christos Diou, Anastasios Delopoulos, Penio Kassari, Evangelia Charmandari, Nikolaos Maglaveras
Published in: Wireless Mobile Communication and Healthcare - 8th EAI International Conference, MobiHealth 2019, Dublin, Ireland, November 14-15, 2019, Proceedings, Issue 320, 2020, Page(s) 294-302, ISBN 978-3-030-49288-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-49289-2_23