Research

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2020

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

A Data Driven End-to-end Approach for In-the-wild Monitoring of Eating Behavior Using Smartwatches Journal Article

IEEE Journal of Biomedical and Health Informatics, 2020.

Abstract | Links | BibTeX | Tags: Feature extraction, Informatics, Monitoring, Obesity, Sensors, Tools, Wrist

Fagerberg, Petter; Klingelhoefer, Lisa; Bottai, Matteo; Langlet, Billy; Kyritsis, Konstantinos; Rotter, Eva; Reichmann, Heinz; Falkenburger, Björn; Delopoulos, Anastasios; Ioakimidis, Ioannis

Lower Energy Intake among Advanced vs. Early Parkinson’s Disease Patients and Healthy Controls in a Clinical Lunch Setting: A Cross-Sectional Study Journal Article

Nutrients, 12 (7), pp. 2109, 2020.

Abstract | Links | BibTeX | Tags: eating behavior, energy intake, food, malnutrition, Monitoring, neurodegenerative diseases, Parkinson’s disease, weight loss

2019

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

Modeling wrist micromovements to measure in-meal eating behavior from inertial sensor data Journal Article

IEEE journal of biomedical and health informatics, 23 (6), pp. 2325–2334, 2019.

Abstract | Links | BibTeX | Tags: Acceleration, Feature extraction, Informatics, Monitoring, Mouth, Obesity, Wrist

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

Detecting meals in the wild using the inertial data of a typical smartwatch Inproceedings

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4229–4232, IEEE 2019.

Abstract | Links | BibTeX | Tags: Accelerometers, Artificial neural networks, Detection algorithms, Feature extraction, Gyroscopes, Lenses, Monitoring