Hoo Sang Ko
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View article: Deep Learning Approach for Volume Estimation in Earthmoving Operation
Deep Learning Approach for Volume Estimation in Earthmoving Operation Open
Earthmoving is a significant activity in most heavy structural designing projects. Earthmoving volume is typically assessed by counting the number of stacked trucks and weighing them on a scale; however, these strategies are error-prone an…
View article: A Customized Artificial Pancreas System with Neural Network based Model Predictive Control for Type 1 Diabetic Rats
A Customized Artificial Pancreas System with Neural Network based Model Predictive Control for Type 1 Diabetic Rats Open
Improvements in technology have allowed researchers to develop artificial pancreas systems (APS) that mimic glucose regulation function of a healthy pancreas. This study aims to develop a closed-loop APS to control blood glucose level (BGL…
View article: Study of blood glucose and insulin infusion rate in real-time in diabetic rats using an artificial pancreas system
Study of blood glucose and insulin infusion rate in real-time in diabetic rats using an artificial pancreas system Open
Artificial pancreas system (APS) is an emerging new treatment for type 1 diabetes mellitus. The aim of this study was to develop a rat APS as a research tool and demonstrate its application. We established a rat APS using Medtronic Minimed…
View article: Tracking changes of the parameters of glucose-insulin homeostasis during the course of obesity in B6D2F1 mice
Tracking changes of the parameters of glucose-insulin homeostasis during the course of obesity in B6D2F1 mice Open
Obesity is one of the primary causes of type 2 diabetes mellitus (T2DM). To better understand how obesity impairs glucose-insulin homeostasis, we tracked fasting blood glucose and insulin levels and the key components of glucose-insulin ho…
View article: Model Predictive Control of Blood Glucose for Type 1 Diabetic Rats in a Cyber-Physical System
Model Predictive Control of Blood Glucose for Type 1 Diabetic Rats in a Cyber-Physical System Open
Advances in sensing and communication technologies have enabled a tight integration between computational and physical elements that is known as cyber-physical systems (CPS). This integration has been also applied to medical devices and he…
View article: Development of Classification Models for Assessment of Endotracheal Intubation Training by a Cyber-Physical System
Development of Classification Models for Assessment of Endotracheal Intubation Training by a Cyber-Physical System Open
Endotracheal intubation (ETI) is one of the most staple skills in prehospital medicine that is performed to prevent suffocation of an unconscious person. To evaluate ETI skills of medical practitioners, an effective and reliable assessment…
View article: Estimation of insulin secretion, glucose uptake by tissues, and liver handling of glucose using a mathematical model of glucose-insulin homeostasis in lean and obese mice
Estimation of insulin secretion, glucose uptake by tissues, and liver handling of glucose using a mathematical model of glucose-insulin homeostasis in lean and obese mice Open