58 results on '"Georga, Eleni"'
Search Results
2. Management of Obese Pediatric Patients in the Digital Era
3. A Review of Image-Based Food Recognition and Volume Estimation Artificial Intelligence Systems
4. Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep
5. A novel approach to estimate the weight of food items based on features extracted from an image using boosting algorithms
6. Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm *
7. Empowering Community Dwelling Older Citizens to Improve Their Balance with a Novel Technology Platform
8. mHealth Environments for Chronic Disease Management
9. Artificial Intelligence and Data Mining Methods for Cardiovascular Risk Prediction
10. Management of Obese Pediatric Patients in the Digital Era
11. The Diabino System: Temporal Pattern Mining from Diabetes Healthcare and Daily Self-monitoring Data
12. A Multimodal Machine Learning Approach to Omics-Based Risk Stratification in Coronary Artery Disease
13. Pathophysiology and Management of Type 1 Diabetes
14. Existing and Potential Applications of Glucose Prediction Models
15. Physiological Models and Exogenous Input Modeling
16. Methodology for Developing a Glucose Prediction Model
17. Nonlinear Models of Glucose Concentration
18. Linear Time Series Models of Glucose Concentration
19. Conclusions and Future Trends
20. Prediction Models of Hypoglycemia
21. Background and Preview
22. Preface
23. Adaptive Glucose Prediction Models
24. An Automated Image-Based Dietary Assessment System for Mediterranean Foods
25. Automated Assessment of Balance Rehabilitation Exercises With a Data-Driven Scoring Model: Algorithm Development and Validation Study
26. mHealth Environments for Chronic Disease Management
27. Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus
28. GlucoseML Mobile Application for Automated Dietary Assessment of Mediterranean Food
29. Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data
30. Analysis of the sentiments of the participants in a clinical study to evaluate a balance rehabilitation intervention delivered by a Virtual Coach
31. Glucose prediction model based on continuous glucose monitoring in patients with type 1 diabetes mellitus: GlucoseML study preliminary results
32. A data-driven scoring model for automated assessment of balance rehabilitation exercises (Preprint)
33. Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
34. mHealth Environments for Chronic Disease Management
35. Mediterranean Food Image Recognition Using Deep Convolutional Networks
36. 3D Reconstruction and Volume Estimation of Food using Stereo Vision Techniques
37. Predictive Metabolic Modeling for Type 1 Diabetes Using Free-Living Data on Mobile Devices
38. A Dynamic Bayesian Network Approach to Behavioral Modelling of Elderly People during a Home-based Augmented Reality Balance Physiotherapy Programme
39. Site specific prediction of PCI stenting based on imaging and biomechanics data using gradient boosting tree ensembles
40. Predicting Lymphoma Development by Exploiting Genetic Variants and Clinical Findings in a Machine Learning-Based Methodology With Ensemble Classifiers in a Cohort of Sjögren's Syndrome Patients
41. Automatic Estimation of the Nutritional Composition of Foods as Part of the GlucoseML Type 1 Diabetes Self-Management System
42. Achieving adherence in home-based rehabilitation with novel human machine interactions that stimulate community-dwelling older adults
43. Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective
44. Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters
45. A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data
46. A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution
47. An mhealth Platform to Evaluate Glycaemic Variability in Type 1 Diabetes
48. Kernel-based adaptive learning improves accuracy of glucose predictive modelling in type 1 diabetes: A proof-of-concept study
49. Non-linear dynamic modeling of glucose in type 1 diabetes with kernel adaptive filters
50. Online prediction of glucose concentration in type 1 diabetes using extreme learning machines
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