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[HTML][HTML] Artificial intelligence for diabetes management and decision support: literature review
Background Artificial intelligence methods in combination with the latest technologies,
including medical devices, mobile computing, and sensor technologies, have the potential to …
including medical devices, mobile computing, and sensor technologies, have the potential to …
[HTML][HTML] Medical devices, smart drug delivery, wearables and technology for the treatment of Diabetes Mellitus
Diabetes mellitus refers to a group of metabolic disorders which affect how the body uses
glucose impacting approximately 9% of the population worldwide. This review covers the …
glucose impacting approximately 9% of the population worldwide. This review covers the …
Advanced diabetes management using artificial intelligence and continuous glucose monitoring sensors
Wearable continuous glucose monitoring (CGM) sensors are revolutionizing the treatment of
type 1 diabetes (T1D). These sensors provide in real-time, every 1–5 min, the current blood …
type 1 diabetes (T1D). These sensors provide in real-time, every 1–5 min, the current blood …
Artificial intelligence in clinical decision support: a focused literature survey
Objectives: This survey analyses the latest literature contributions to clinical decision support
systems (DSSs) on a two-year period (2017-2018), focusing on the approaches that adopt …
systems (DSSs) on a two-year period (2017-2018), focusing on the approaches that adopt …
QoS-aware service provisioning in fog computing
Fog computing has emerged as a complementary solution to address the issues faced in
cloud computing. While fog computing allows us to better handle time/delay-sensitive …
cloud computing. While fog computing allows us to better handle time/delay-sensitive …
[HTML][HTML] Clinical decision support system in emergency telephone triage: a sco** review of technical design, implementation and evaluation
J Michel, A Manns, S Boudersa, C Jaubert… - International Journal of …, 2024 - Elsevier
Objectives Emergency department overcrowding could be improved by upstream telephone
triage. Emergency telephone triage aims at managing and orientating adequately patients …
triage. Emergency telephone triage aims at managing and orientating adequately patients …
Continuous glucose monitoring-based composite metrics: a review and assessment of performance in recent-onset and long-duration type 1 diabetes
LE Donaldson, S Vogrin, M So, GM Ward… - Diabetes Technology …, 2023 - liebertpub.com
This study examined correlations between continuous glucose monitoring (CGM)-based
composite metrics and standard glucose metrics within CGM data sets from individuals with …
composite metrics and standard glucose metrics within CGM data sets from individuals with …
[HTML][HTML] Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability
The paper presents a conceptual framework for building practically applicable clinical
decision support systems (CDSSs) using data-driven (DD) predictive modelling. With the …
decision support systems (CDSSs) using data-driven (DD) predictive modelling. With the …
Decision support in diabetes care: the challenge of supporting patients in their daily living using a mobile glucose predictor
C Pérez-Gandía, G García-Sáez… - Journal of diabetes …, 2018 - journals.sagepub.com
Background: In type 1 diabetes mellitus (T1DM), patients play an active role in their own
care and need to have the knowledge to adapt decisions to their daily living conditions …
care and need to have the knowledge to adapt decisions to their daily living conditions …
[HTML][HTML] Bolus Insulin calculation without meal information. A reinforcement learning approach
In continuous subcutaneous insulin infusion and multiple daily injections, insulin boluses
are usually calculated based on patient-specific parameters, such as carbohydrates-to …
are usually calculated based on patient-specific parameters, such as carbohydrates-to …