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People living with Type 1 Diabetes (T1D) lose the ability to produce insulin naturally. To compensate, they inject synthetic insulin. One common way to inject insulin is through automated insulin delivery systems, which use sensors to…

密码学与安全 · 计算机科学 2024-01-04 Samuel T. King

The global rise in type 2 diabetes underscores the need for scalable and cost-effective screening methods. Current diagnosis requires biochemical assays, which are invasive and costly. Advances in consumer wearables have enabled early…

This paper introduces an Internet of Things (IoT)-based data acquisition and monitoring scheme for insulin pumps. The proposed work employs embedded system hardware (Keil LPC1768-board) for data acquisition and monitoring. The hardware is…

Performing deep learning on end-user devices provides fast offline inference results and can help protect the user's privacy. However, running models on untrusted client devices reveals model information which may be proprietary, i.e., the…

密码学与安全 · 计算机科学 2019-08-29 Peter M. VanNostrand , Ioannis Kyriazis , Michelle Cheng , Tian Guo , Robert J. Walls

Diabetes impacts the quality of life of millions of people. However, diabetes diagnosis is still an arduous process, given that the disease develops and gets treated outside the clinic. The emergence of wearable medical sensors (WMSs) and…

计算机视觉与模式识别 · 计算机科学 2019-10-14 Hongxu Yin , Bilal Mukadam , Xiaoliang Dai , Niraj K. Jha

The use of embedded software is advancing in modern medical devices, so does its capabilities and complexity. This paradigm shift brings many challenges such as an increased rate of medical device failures due to software faults. In this…

软件工程 · 计算机科学 2017-06-21 Atif Mashkoor , Miklos Biro

Automated Insulin Delivery (AID) systems represent a significant advancement in diabetes care and wearable physiological closed-loop control technologies, integrating continuous glucose monitoring, control algorithms, and insulin pumps to…

密码学与安全 · 计算机科学 2026-01-21 Yuchen Niu , Siew-Kei Lam

Implantable and wearable medical devices (IWMDs) are widely used for the monitoring and therapy of an increasing range of medical conditions. Improvements in medical devices, enabled by advances in low-power processors, more complex…

密码学与安全 · 计算机科学 2021-03-03 Malin Prematilake , Younghyun Kim , Vijay Raghunathan , Anand Raghunathan , N. K. Jha

Diabetes is a chronicle disease where the body of a human is irregular to dissolve the blood glucose properly. The diabetes is due to lack of insulin in human body. The continuous monitoring of blood glucose is main important aspect for…

医学物理 · 物理学 2021-06-10 Prateek Jain , Amit M. Joshi , Saraju Mohanty

Real-time monitoring of the gastrointestinal tract in a safe and comfortable manner is valuable for the diagnosis and therapy of many diseases. Within this realm, our review captures the trends in ingestible capsule systems with a focus on…

Wearable technologies are today on the rise, becoming more common and broadly available to mainstream users. In fact, wristband and armband devices such as smartwatches and fitness trackers already took an important place in the consumer…

密码学与安全 · 计算机科学 2015-12-18 Tony Beltramelli , Sebastian Risi

Implantable Medical Devices (IMD) is a fast pace growing medical field and continues to grow in the foreseeable future. Advancement in science and technology has led to the IMD devices offering advanced medical treatments. Modern IMDs can…

密码学与安全 · 计算机科学 2024-09-02 Emmanuel Kwarteng , Mumin Cebe

The Internet of Medical Things (IoMT) offers a promising solution to improve patient health and reduce human error. Wearable smart infusion pumps that accurately administer medication and integrate with electronic health records are an…

密码学与安全 · 计算机科学 2023-12-14 Yas Vaseghi , Behnaz Behara , Mehdi Delrobaei

As technology advances towards more connected and digital environments, medical devices are becoming increasingly connected to hospital networks and to the Internet, which exposes them, and thus the patients using them, to new cybersecurity…

密码学与安全 · 计算机科学 2020-02-18 Tom Mahler , Yuval Elovici , Yuval Shahar

Tissue biopsy is the gold standard for diagnosing many diseases, involving the extraction of diseased tissue for histopathology analysis by expert pathologists. However, this procedure has two main limitations: 1) Manual sampling through…

机器人学 · 计算机科学 2025-09-03 Fanxin Wang , Yikun Cheng , Chuyuan Tao , Rohit Bhargava , Thenkurussi Kesavadas

This paper introduces a reliable health care system for diabetic patients based on the Internet of Things technology. A diabetic health care system with a hardware implementation is presented. The proposed work employs Alaris 8100 infusion…

计算机与社会 · 计算机科学 2019-08-20 Zeyad A. Al-Odat , Sudarshan K. Srinivasan , Eman M. Al-Qtiemat , Sana Shuja

This paper introduces a method to capture network traffic from medical IoT devices and automatically detect cleartext information that may reveal sensitive medical conditions and behaviors. The research follows a three-step approach…

密码学与安全 · 计算机科学 2018-03-28 Daniel Wood , Noah Apthorpe , Nick Feamster

The development of a fully autonomous artificial pancreas system (APS) to independently regulate the glucose levels of a patient with Type 1 diabetes has been a long-standing goal of diabetes research. A significant barrier to progress is…

软件工程 · 计算机科学 2022-12-15 Xugui Zhou , Maxfield Kouzel , Haotian Ren , Homa Alemzadeh

Automated insulin delivery (AID) and artificial pancreas systems increasingly serve as safety-critical cyber-physical technologies in clinical care, integrating sensors, algorithms, software, and insulin-delivery hardware to automate a…

密码学与安全 · 计算机科学 2026-05-21 Austin James , Xavier-Lewis Palmer , Lucas Potter , Celisha Oscar

Over the past decade, focus on the security and privacy aspects of implantable medical devices (IMDs) has intensified, driven by the multitude of cybersecurity vulnerabilities found in various existing devices. However, due to their strict…

密码学与安全 · 计算机科学 2020-08-14 Muhammad Ali Siddiqi , Christian Doerr , Christos Strydis
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