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48 results on '"Giacomo Cappon"'

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1. Automated pipeline for denoising, missing data processing, and feature extraction for signals acquired via wearable devices in multiple sclerosis and amyotrophic lateral sclerosis applications

2. The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

3. Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia

4. Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications

5. Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors

6. Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes—An In Silico Proof-of-Concept

26. AGATA: A Toolbox for Automated Glucose Data Analysis

27. Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy

29. Forecasting postbariatric hypoglycaemia in patients after Roux-en-Y gastric bypass using model-based algorithms fed by continuous glucose monitoring data: A proof-of-concept study

30. An Integrated Mobile Platform for Automated Data Collection and Real-Time Patient Monitoring in Diabetes Clinical Trials

31. A 'Slide Rule' to Adjust Insulin Dose Using Trend Arrows in Adults with Type 1 Diabetes: Test in Silico and in Real Life

32. Methods for Insulin Bolus Adjustment Based on the Continuous Glucose Monitoring Trend Arrows in Type 1 Diabetes: Performance and Safety Assessment in an In Silico Clinical Trial

33. Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy

34. Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors

35. A Bayesian Framework to Identify Type 1 Diabetes Physiological Models Using Easily Accessible Patient Data

36. Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications

37. A Neural-Network-Based Approach to Personalize Insulin Bolus Calculation Using Continuous Glucose Monitoring

39. Predicting quality of overnight glycaemic control in type 1 diabetes using binary classifiers

40. In-silico Assessment of Preventive Hypotreatment Efficacy and Development of a Continuous Glucose Monitoring Based Algorithm to Prevent/Mitigate Hypoglycemia in Type 1 Diabetes

41. Optimal Insulin Bolus Dosing in Type 1 Diabetes Management: Neural Network Approach Exploiting CGM Sensor Information

42. In Silico Assessment of Literature Insulin Bolus Calculation Methods Accounting for Glucose Rate of Change

43. Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment

44. Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications

45. Heterogeneity and nearest-neighbor coupling can explain small-worldness and wave properties in pancreatic islets

46. Urological-Geriatric Integrated Diagnostic-Therapeutic Pathway for elderly patients with urologic diseases

48. Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes—An In Silico Proof-of-Concept

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