Research

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2021

Kyritsis, Konstantinos; Fagerberg, Petter; Ioakimidis, Ioannis; Chaudhuri, Ray K; Reichmann, Heinz; Klingelhoefer, Lisa; Delopoulos, Anastasios

Assessment of real life eating difficulties in Parkinson’s disease patients by measuring plate to mouth movement elongation with inertial sensors Journal Article

Scientific Reports, 11 (1), pp. 1–14, 2021.

Abstract | Links | BibTeX | Tags: LSTM, Parkinson’s disease, Support vector machines

2020

Kyritsis, Konstantinos; Fagerberg, Petter; Ioakimidis, Ioannis; Klingelhoefer, Lisa; Reichmann, Heinz; Delopoulos, Anastasios

Using IMU sensors to assess motor degradation of PD patients by modeling in-meal plate-to-mouth movement elongation Inproceedings

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 494–497, IEEE 2020.

Abstract | Links | BibTeX | Tags: Accelerometers, control, Degradation, Feature extraction, Mouth, PD, Sensors, Support vector machines

2018

Kyritsis, Konstantinos; Diou, Christos; Delopoulos, Anastasios

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

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5511–5514, IEEE 2018.

Abstract | Links | BibTeX | Tags: Accelerometers, Gyroscopes, Hidden Markov models, Mouth, Sensors, Support vector machines, Training

Papadopoulos, Alexandros; Kyritsis, Konstantinos; Sarafis, Ioannis; Delopoulos, Anastasios

Personalised meal eating behaviour analysis via semi-supervised learning Inproceedings

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4768–4771, IEEE 2018.

Abstract | Links | BibTeX | Tags: Adaptation models, Entropy, Feature extraction, Hidden Markov models, Mouth, Support vector machines, Training

2017

Kyritsis, Konstantinos; Tatli, Christina Lefkothea; Diou, Christos; Delopoulos, Anastasios

Automated analysis of in meal eating behavior using a commercial wristband IMU sensor Inproceedings

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 2843–2846, IEEE 2017.

Abstract | Links | BibTeX | Tags: Acceleration, Accelerometers, Feature extraction, Gyroscopes, Hidden Markov models, Mouth, Support vector machines