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Big data against childhood Obesity

Deliverables

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

BigO personal mobile application

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

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Publications

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
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
DOI: 10.1109/embc.2018.8513174

Automatic analysis of food intake and meal microstructure based on continuous weight measurements

Author(s): Vasileios Papapanagiotou, Christos Diou, Ioannis Ioakimidis, Per Sodersten and Anastasios Delopoulos
Published in: 2018

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
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
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
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

Developing a novel citizen-scientist smartphone app for collecting behavioral and affective data from children population

Author(s): Maramis C, Ioakimidis I, Kilintzis V, Stefanopoulos L, Lekka E, Papapanagiotou V, Diou C, Delopoulos A, Kassari P, Charmandari E, Maglaveras N.
Published in: Wireless Mobile Communication and Healthcare - 8th International Conference, MobiHealth 2019, Proceedings / Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2019

BigO: Big Data Against Childhood Obesity

Author(s): Christos Diou, Ioannis Ioakeimidis, Evangelia Charmandari, Penio Kassaric, 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 and Anastasios Delopoulos
Published in: 2018

BigO: Big Data Against Childhood Obesity

Author(s): Christos Diou, Ioannis Ioakeimidis, Evangelia Charmandari, Penio Kassaric, Irini Lekka, Monica Mars, Cecilia Bergh, Tahar Kechadi, Gerardine Doyle, Grace O’Malley, Rachel Heimeier, Anna Karin Lindroos, Sofoklis Sotiriou, Evangelia Koukoula, Sergio Guillen, George Lymperopoulos, Nicos Maglaveras, Anastasios Delopoulos Department of Electrical and Computer Engineering, Aristotle University of The
Published in: ePoster, Issue 57th Annual ESPE Meeting (European Society for Paediatric Endocrinology) Athens, Greece, 27 - 29 Sep 2018, 2018, Page(s) 127-P3: Fat, Metabolism and Obesity

57th Annual Meeting of the European Society for Paediatric Endocrinology (ESPE)

Author(s): Christos Diou, Ioannis Ioakeimidis, Evangelia Charmandari, Penio Kassaric, Irini Lekka, Monica Mars, Cecilia Bergh, Tahar Kechadi, Gerardine Doyle, Grace O’Malley, Rachel Heimeier, Anna Karin Lindroos, Sofoklis Sotiriou, Evangelia Koukoula, Sergio Guillen, George Lymperopoulos, Nicos Maglaveras, Anastasios Delopoulos Department of Electrical and Computer Engineering, Aristotle University of The
Published in: Hormone Research in Paediatrics, Issue 90/1, 2018, Page(s) I-II, ISSN 1663-2818
DOI: 10.1159/000492311

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
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
DOI: 10.3791/57432

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
DOI: 10.3233/sji-190537

Abstracts

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: Hormone Research in Paediatrics, Issue 91/1, 2019, Page(s) 1-682, ISSN 1663-2818
DOI: 10.1159/000501868

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
DOI: 10.1109/jbhi.2019.2892011