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Artificial Intelligence in Decision Support Systems for Type 1 Diabetes

Sensors (Basel, Switzerland), 2020-06, Vol.20 (11), p.3214

2020

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A statistical virtual patient population for the glucoregulatory system in type 1 diabetes with integrated exercise model

PloS one, 2019-07, Vol.14 (7), p.e0217301-e0217301

2019

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Predicting and Preventing Nocturnal Hypoglycemia in Type 1 Diabetes Using Big Data Analytics and Decision Theoretic Analysis

Diabetes technology & therapeutics, 2020-11, Vol.22 (11), p.801-811

2020

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Enabling fully automated insulin delivery through meal detection and size estimation using Artificial Intelligence

NPJ digital medicine, 2023-03, Vol.6 (1), p.39-39, Article 39

2023

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Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

JMIR mHealth and uHealth, 2018-12, Vol.6 (12), p.e10338-e10338

2018

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Gait Velocity Estimation Using Time-Interleaved Between Consecutive Passive IR Sensor Activations

IEEE sensors journal, 2016-08, Vol.16 (16), p.6351-6358

2016

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Digital twins and artificial intelligence in metabolic disease research

Trends in endocrinology and metabolism, 2024-06, Vol.35 (6), p.549-557

2024

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Quantifying the impact of physical activity on future glucose trends using machine learning

iScience, 2022-03, Vol.25 (3), p.103888, Article 103888

2022

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Predicting labor onset relative to the estimated date of delivery using smart ring physiological data

NPJ digital medicine, 2023-08, Vol.6 (1), p.153-153, Article 153

2023

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Falls, Functioning, and Disability Among Women With Persistent Symptoms of Chemotherapy-Induced Peripheral Neuropathy

Journal of clinical oncology, 2017-08, Vol.35 (23), p.2604-2612

2017

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A Smart-Home System to Unobtrusively and Continuously Assess Loneliness in Older Adults

IEEE journal of translational engineering in health and medicine, 2016-01, Vol.4, p.1-11

2016

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Prediction of Mild Cognitive Impairment Using Movement Complexity

IEEE journal of biomedical and health informatics, 2021-01, Vol.25 (1), p.227-236

2021

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Accuracy of the Dexcom G6 Glucose Sensor during Aerobic, Resistance, and Interval Exercise in Adults with Type 1 Diabetes

Biosensors (Basel), 2020-09, Vol.10 (10), p.138

2020

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Improving HbA1c levels with advanced hybrid closed-loop therapy

The lancet. Diabetes & endocrinology, 2022-10, Vol.10 (10), p.684-686

Jacobs, Peter G

2022

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Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomised clinical trial

The Lancet. Digital health, 2023-09, Vol.5 (9), p.e607-e617

2023

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Incorporating Glucose Variability into Glucose Forecasting Accuracy Assessment Using the New Glucose Variability Impact Index and the Prediction Consistency Index: An LSTM Case Example

Journal of diabetes science and technology, 2022-01, Vol.16 (1), p.7-18

2022

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Design and Evaluation of a Non-Contact Bed-Mounted Sensing Device for Automated In-Home Detection of Obstructive Sleep Apnea: A Pilot Study

Biosensors (Basel), 2019-09, Vol.9 (3), p.90

2019

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Randomized Outpatient Trial of Single- and Dual-Hormone Closed-Loop Systems That Adapt to Exercise Using Wearable Sensors

Diabetes care, 2018-07, Vol.41 (7), p.1471-1477

2018

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Descriptive Characterization of High-Frequency Distortion Product Otoacoustic Emission Source Components in Children

Journal of speech, language, and hearing research, 2023-08, Vol.66 (8), p.2950-2966

2023

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Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning

Computers in biology and medicine, 2023-03, Vol.155, p.106670-106670, Article 106670

2023

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Examining the Acute Glycemic Effects of Different Types of Structured Exercise Sessions in Type 1 Diabetes in a Real-World Setting: The Type 1 Diabetes and Exercise Initiative (T1DEXI)

Diabetes care, 2023-04, Vol.46 (4), p.704-713

2023

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Adaptive tuning of basal and bolus insulin to reduce postprandial hypoglycemia in a hybrid artificial pancreas

Journal of process control, 2019-08, Vol.80, p.247-254

2019

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Nonadjunctive Use of Continuous Glucose Monitoring for Diabetes Treatment Decisions

Journal of Diabetes Science and Technology, 2016-09, Vol.10 (5), p.1169-1173

2016

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Role of Glucagon in Automated Insulin Delivery

Endocrinology and metabolism clinics of North America, 2020-03, Vol.49 (1), p.179-202

2020

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Dual-Hormone Closed-Loop System Using a Liquid Stable Glucagon Formulation Versus Insulin-Only Closed-Loop System Compared With a Predictive Low Glucose Suspend System: An Open-Label, Outpatient, Single-Center, Crossover, Randomized Controlled Trial

Diabetes care, 2020-11, Vol.43 (11), p.2721-2729

2020

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Artificial Intelligence in Decision Support Systems for Type 1 Diabetes

A statistical virtual patient population for the glucoregulatory system in type 1 diabetes with integrated exercise model

Predicting and Preventing Nocturnal Hypoglycemia in Type 1 Diabetes Using Big Data Analytics and Decision Theoretic Analysis

Enabling fully automated insulin delivery through meal detection and size estimation using Artificial Intelligence

Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

Gait Velocity Estimation Using Time-Interleaved Between Consecutive Passive IR Sensor Activations

Digital twins and artificial intelligence in metabolic disease research

Quantifying the impact of physical activity on future glucose trends using machine learning

Predicting labor onset relative to the estimated date of delivery using smart ring physiological data

Falls, Functioning, and Disability Among Women With Persistent Symptoms of Chemotherapy-Induced Peripheral Neuropathy

A Smart-Home System to Unobtrusively and Continuously Assess Loneliness in Older Adults

Prediction of Mild Cognitive Impairment Using Movement Complexity

Accuracy of the Dexcom G6 Glucose Sensor during Aerobic, Resistance, and Interval Exercise in Adults with Type 1 Diabetes

Improving HbA1c levels with advanced hybrid closed-loop therapy

Integrating metabolic expenditure information from wearable fitness sensors into an AI-augmented automated insulin delivery system: a randomised clinical trial

Incorporating Glucose Variability into Glucose Forecasting Accuracy Assessment Using the New Glucose Variability Impact Index and the Prediction Consistency Index: An LSTM Case Example

Design and Evaluation of a Non-Contact Bed-Mounted Sensing Device for Automated In-Home Detection of Obstructive Sleep Apnea: A Pilot Study

Randomized Outpatient Trial of Single- and Dual-Hormone Closed-Loop Systems That Adapt to Exercise Using Wearable Sensors

Descriptive Characterization of High-Frequency Distortion Product Otoacoustic Emission Source Components in Children

Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning

Examining the Acute Glycemic Effects of Different Types of Structured Exercise Sessions in Type 1 Diabetes in a Real-World Setting: The Type 1 Diabetes and Exercise Initiative (T1DEXI)

Adaptive tuning of basal and bolus insulin to reduce postprandial hypoglycemia in a hybrid artificial pancreas

Nonadjunctive Use of Continuous Glucose Monitoring for Diabetes Treatment Decisions

Role of Glucagon in Automated Insulin Delivery

Dual-Hormone Closed-Loop System Using a Liquid Stable Glucagon Formulation Versus Insulin-Only Closed-Loop System Compared With a Predictive Low Glucose Suspend System: An Open-Label, Outpatient, Single-Center, Crossover, Randomized Controlled Trial

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