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1.
Leveraging Unlabelled Data in Multiple-Instance Learning Problems for Improved Detection of Parkinsonian Tremor in Free-Living Conditions.
IEEE J Biomed Health Inform
; 27(7): 3569-3578, 2023 Jul.
Artículo
en Inglés
| MEDLINE | ID: mdl-37058374
2.
Toward Systems Models for Obesity Prevention: A Big Role for Big Data.
Curr Dev Nutr
; 6(9): nzac123, 2022 Sep.
Artículo
en Inglés
| MEDLINE | ID: mdl-36157849
3.
RMSSD Estimation From Photoplethysmography and Accelerometer Signals Using a Deep Convolutional Network.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 228-231, 2021 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-34891278
4.
An interpretable multiple-instance approach for the detection of referable diabetic retinopathy in fundus images.
Sci Rep
; 11(1): 14326, 2021 07 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-34253799
5.
A Bottom-up method Towards the Automatic and Objective Monitoring of Smoking Behavior In-the-wild using Wrist-mounted Inertial Sensors.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 6867-6870, 2021 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-34892684
6.
Bite-Weight Estimation Using Commercial Ear Buds.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 7182-7185, 2021 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-34892757
7.
Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 7186-7189, 2021 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-34892758
8.
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches.
IEEE J Biomed Health Inform
; 25(1): 22-34, 2021 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32750897
9.
Assessment of real life eating difficulties in Parkinson's disease patients by measuring plate to mouth movement elongation with inertial sensors.
Sci Rep
; 11(1): 1632, 2021 01 15.
Artículo
en Inglés
| MEDLINE | ID: mdl-33452324
10.
Exploring Associations Between Children's Obesogenic Behaviors and the Local Environment Using Big Data: Development and Evaluation of the Obesity Prevention Dashboard.
JMIR Mhealth Uhealth
; 9(7): e26290, 2021 07 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-34048353
11.
Inferring the Spatial Distribution of Physical Activity in Children Population from Characteristics of the Environment.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 5876-5879, 2020 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33019311
12.
Using IMU Sensors to Assess Motor Degradation of PD Patients by Modeling In-meal Plate-to-Mouth Movement Elongation.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 494-497, 2020 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33018035
13.
Collecting big behavioral data for measuring behavior against obesity.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 5296-5299, 2020 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33019179
14.
Detecting Parkinsonian Tremor From IMU Data Collected in-the-Wild Using Deep Multiple-Instance Learning.
IEEE J Biomed Health Inform
; 24(9): 2559-2569, 2020 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-31880570
15.
Lower Energy Intake among Advanced vs. Early Parkinson's Disease Patients and Healthy Controls in a Clinical Lunch Setting: A Cross-Sectional Study.
Nutrients
; 12(7)2020 Jul 16.
Artículo
en Inglés
| MEDLINE | ID: mdl-32708668
16.
Formative Evaluation of a Smartphone App for Monitoring Daily Meal Distribution and Food Selection in Adolescents: Acceptability and Usability Study.
JMIR Mhealth Uhealth
; 8(7): e14778, 2020 07 21.
Artículo
en Inglés
| MEDLINE | ID: mdl-32706684
17.
Unobtrusive detection of Parkinson's disease from multi-modal and in-the-wild sensor data using deep learning techniques.
Sci Rep
; 10(1): 21370, 2020 12 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33288807
18.
Novel e-Health Applications for the Management of Cardiometabolic Risk Factors in Children and Adolescents in Greece.
Nutrients
; 12(5)2020 May 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-32408523
19.
BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment.
Annu Int Conf IEEE Eng Med Biol Soc
; 2020: 5864-5867, 2020 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-33019308
20.
Behaviour Profiles for Evidence-based Policies Against Obesity.
Annu Int Conf IEEE Eng Med Biol Soc
; 2019: 3596-3599, 2019 Jul.
Artículo
en Inglés
| MEDLINE | ID: mdl-31946655