MyWear: A Novel Smart Garment for Automatic Continuous Vital Monitoring

نویسندگان

چکیده

Wearables are getting large acceptance in the continuous monitoring of health status and physiological data. Medical devices their connectivity through Internet along with electronics record (EHR) AI analytics making smart healthcare possible. Internet-of-Medical-Things (IoMT)-end like wearables implantables key for healthcare. Smart garment is a specific wearable which can be used This paper presents design development called MyWear that continuously monitors collects It analyze muscle activity, stress levels, heart rate variations send all data to cloud. Through abnormal vitals, it also predict risk failure in-built alert system, notify associated medical officials if necessary. We propose deep neural network model classifies heartbeat into abnormalities 96.9% accuracy 97.3% precision.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Smart garment for trunk posture monitoring: A preliminary study

BACKGROUND Poor postures of the spine have been considered in association with a number of spinal musculoskeletal disorders, including structural deformity of the spine and back pain. Improper posturing for the patients with spinal disorders may further deteriorate their pain and deformities. Therefore, posture training has been proposed and its rationale is to use the patient's own back muscle...

متن کامل

A novel automatic method for monitoring

(2010) A novel automatic method for monitoring Tourette motor tics through a wearable device. A novel automatic method for monitoring Tourette motor tics through a wearable device. This version is made available in accordance with publisher policies. Please cite only the published version using the reference above. Financial disclosure: none of the authors presents conflict of interests or has ...

متن کامل

Cost-effective health services for interactive continuous monitoring of vital signs parameters--the e-Vital concept.

The objective of the e-Vital project is the validation of the market concerning the provision of a novel remote telemedicine service aimed at large sensitive parts of the European population, the "at-risk" citizens, who are usually patients with a stable medical condition that allow a near normal life but may suddenly deteriorate and put life at risk. This service will increase their quality of...

متن کامل

Implementing a Smart Method to Eliminate Artifacts of Vital Signals

Background: Electroencephalography (EEG) has vital and significant applications in different medical fields and is used for the primary evaluation of neurological disorders. Hence, having easy access to suitable and useful signal is very important. Artifacts are undesirable confusions which are generally originated from inevitable human activities such as heartbeat, blinking of eyes and facial ...

متن کامل

Requirements for Designing a Wearable Smart Blanket System for Monitoring Patients in Ambulance

Introduction: Nowadays, smart systems and advanced tools such as wearable systems have grown significantly in order to monitor patients and keep their condition under control. The aim of this study was to determine the requirements for designing a wearable smart blanket system (WSBS) to monitor patients in ambulance instantaneously. Method: After reviewing the characteristics of wearable system...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Consumer Electronics

سال: 2021

ISSN: ['1558-4127', '0098-3063']

DOI: https://doi.org/10.1109/tce.2021.3085888