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

A Novel Low Torque Ripple Hexagon Biased Flux Doubly Salient Permanent Magnet Motor

Mohammad Amirkhani - Behnam Mohammadian Mosammam - Mojtaba Mirsalim

Designing a delay line independent of PVT (Process, Voltage, Temperature) and applying it to a TDC (Time to Digital Converter)

Sepehr Zare Teimoori - Mehdi Ehsanian

Electrical Properties of Dielectric Barrier Discharge Plasma Actuator In Argon With 13.56MHz RF Power Supply

Sepideh Bashiry - Nayyereh Zahednia - Mehdi Bakhshzad Mahmoudi

A Robust Video Steganography using 3D-CNN and Maximum Mean Discrepancy Cost Function

Ali Ghofrani - Rahil Mahdian Toroghi - Hassan Zareian

RCS Calculation of a Symmetrical Microstrip Array Using Discrete Bodies of Revolution Method

Hossein Mohammadzadeh - Abolghasem Zeidaabadi Nezhad - Zaker Hossein Firouzeh

Formation Control of Bicycle Model of Mobile Robots with Disturbance Using PID Controller

Amirhossein Rahmankhanloo - Saeed Khankalantary - Ali Akbar Vahedi

A 2D Geometry Based Grasping Pose Generation Algorithm for a Two-finger Robot Hand

Arash Akbari - Arman Akbari - Mehdi Tale Masouleh

A Transformer less Quadratic Boost DC-DC Converter with Continuous Input Current and a Few Number of Components, Based on Classical Boost and Cuk Converter Suitable for Renewable Applications

Saeed Mahdizadeh - Reza Sharifi Shahrivar - Hossein Gholizadeh - Ebrahim Afjei

شناسایی گره‌های مهم سیستم قدرت با استفاده از ابزار شبکه‌های پیچیده و مرکزیت‌های مبتنی بر تشخیص جامعه

سپهر مردانی - علی کریمی - مهران معماری

Output feedback tube-based MPC for an LPV system using inexact scheduling variables

Nima Naeiji - Ali Akbar Afzalian - Arash Sadeghzadeh

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.4