کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

Diagnosis of Covid 19 disease, flu, allergies, colds

نویسندگان :

Mahyar Mohammady¹ Marzieh Kamali²

1- دانشگاه صنعتی اصفهان 2- دانشگاه صنعتی اصفهان

کلمات کلیدی :

Covid 19،Deep learning،Artificial Neural Network (ANN)

چکیده :

In 2020 and by spreading the Covid 19 all over the world, one of the most challenging issues is how to distinguish Covid 19 from similar sicknesses since Covid 19 has lots of similar symptoms in comparison between allergies, colds and flu. Another way to distinguish Covid 19 is testing but it has some challenges, for example in some testing, the accuracy of the test is 50 percent and another test which have more accurate result, some days are needed to provide the result in some developing countries and this can be dangerous if the person has Covid 19. There will be great if we can distinguish the Covid 19 from the patient’s symptoms and in this research, an artificial neural network is trained to distinguish the Covid 19 just by the patient’s symptoms. For this purpose different types of supervised learning algorithms are implemented to find the best result for classification. We have focused on the symptoms of each patient and assumed them as inputs for our models and the output is the type of sickness. The structure which is used for this neural network is a multilayer feed-forward neural network.

لیست مقالات

لیست مقالات بایگانی شده

طراحی کنترل‌کننده استروب‌اسکوپ زمان واقعی مبتنی بر هوش مصنوعی برای سیستم های دورانی

مهدی مظفری - سعید جعفری نسب - حامد پورکاوه - سعید شمقدری

Flexibility Assessment of Virtual Power Plant with Considering Dispatchable Wind Turbine

Mahdi Rahimi - Fatemeh Jahanbani Ardakani - Ali Reza Rahimi

ZYNQ Based Real-Time Data Logger with 256 kSPS Sampling using Ethernet Interface

Alireza Eteghad - Ataollah Panahgholi - Esmaeil Najafiaghdam

High Performance and Low Power Spintronic Binarized Neural Network Hardware Accelerator

Milad Tanavardi Nasab - Arefe Amirany - Mohammad Hossein Moaiyeri - Kian Jafari

ارائه یک روش دو مرحله‌ای مبتنی بر حسگری فشرده برای تخمین زاویه ورود در آرایه

مهدی محمدی پرستو - محمود مدرس هاشمی

Non-pharmacological interventions for Covid-19 new variants with fractional order fuzzy type-2 PID

Hadi Delavari - Amir Veisi - Maryam Ranjbaran

A New High Step-Up Quasi Z-Source DC-DC Converter Using Buffer and Switched Capacitor Techniques

Erfan Meshkizadeh - Ebrahim Afjei - Morteza Kheradmandi

A Simulation of Bayesian Surprise

Alireza Maleki - Ali Taherinassaj - Hoda Mohammadzade

بررسی روابط توان دوم برای اعداد باینری با تمرکز بر طراحی و پیاده سازی مدار برای ورودی 4 بیت مثبت و منفی در پروسه استاندارد 0.18 µm CMOS

احمد احمدزاده - امیر فتحی - بهبود مشعوفی

3D Modeling of a Superconducting Transition Edge Detector

Samaneh Ansari - Rana Nazifi - Mehdi Yaghoubi Arzefouni - Roya Mohajeri - Seyed Iman Mirzaei - Mehdi Fardmanesh

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.3