DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images
Background and objective Given that the novel coronavirus disease 2019 (COVID-19) has
become a pandemic, a method to accurately distinguish COVID-19 from community …
become a pandemic, a method to accurately distinguish COVID-19 from community …
A probabilistic approach to blood glucose prediction in type 1 diabetes under meal uncertainties
S Langarica, M Rodriguez-Fernandez… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Currently, most reliable and commercialized artificial pancreas systems for type 1 diabetes
are hybrid closed-loop systems, which require the user to announce every meal and its size …
are hybrid closed-loop systems, which require the user to announce every meal and its size …
Continuous glucose monitoring for automatic real-time assessment of eating events and nutrition: a scoping review
J Brummer, C Glasbrenner… - Frontiers in …, 2024 - frontiersin.org
Background Accurate dietary assessment remains a challenge, particularly in free-living
settings. Continuous glucose monitoring (CGM) shows promise in optimizing the …
settings. Continuous glucose monitoring (CGM) shows promise in optimizing the …
Towards Personalized AI-Based Diabetes Therapy: A Review
S Campanella, G Paragliola… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Insulin pumps and other smart devices have recently made significant advancements in the
treatment of diabetes, a disorder that affects people all over the world. The development of …
treatment of diabetes, a disorder that affects people all over the world. The development of …
DiaTrend: A dataset from advanced diabetes technology to enable development of novel analytic solutions
Objective digital data is scarce yet needed in many domains to enable research that can
transform the standard of healthcare. While data from consumer-grade wearables and …
transform the standard of healthcare. While data from consumer-grade wearables and …
Feasibility of early meal detection based on abdominal sound
K Kölle, AL Fougner, R Ellingsen… - IEEE journal of …, 2019 - ieeexplore.ieee.org
In classical approaches for an artificial pancreas, continuous glucose monitoring (CGM) is
the only measured variable used for insulin dosing and additional control functions. The …
the only measured variable used for insulin dosing and additional control functions. The …
Super–twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario
Background and objective Hybrid automated insulin delivery systems rely on carbohydrate
counting to improve postprandial control in type 1 diabetes. However, this is an extra burden …
counting to improve postprandial control in type 1 diabetes. However, this is an extra burden …
[PDF][PDF] A Secure IoT-Cloud Based Healthcare System for Disease Classification Using Neural Network.
M Vedaraj, P Ezhumalai - Computer Systems Science & Engineering, 2022 - academia.edu
The integration of the Internet of Things (IoT) and cloud computing is the most popular
growing technology in the IT world. IoT integrated cloud computing technology can be used …
growing technology in the IT world. IoT integrated cloud computing technology can be used …
An lstm-based approach towards automated meal detection from continuous glucose monitoring in type 1 diabetes mellitus
M Athanasiou, K Zarkogianni… - 2021 IEEE 21st …, 2021 - ieeexplore.ieee.org
Technological advancements in glucose sensing, insulin pumps, and closed-loop glucose
control algorithms open new opportunities towards the realization of Artificial Pancreas (AP) …
control algorithms open new opportunities towards the realization of Artificial Pancreas (AP) …
Estimation and prediction of glucose appearance rate for use in a fully closed-loop dual-hormone intraperitoneal artificial pancreas
Objective: A fully automated artificial pancreas requires a meal estimator and predictions of
blood glucose levels (BGL) to handle disturbances during meal times, all without relying on …
blood glucose levels (BGL) to handle disturbances during meal times, all without relying on …