0% Complete
صفحه اصلی
/
سی امین کنفرانس بین المللی مهندسی برق
Diagnosis of Covid 19 disease, flu, allergies, colds
نویسندگان :
Mahyar Mohammady
1
Marzieh Kamali
2
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
An event-triggered distributed consensus information filter for target tracking in sensor networks
Sara Giyani - Behrouz Safarinejadian - Sajad Shamsi
Improved Spectral Efficiency of RIS-aided 6G Communication using Deep Learning
Zahra Zahedi - Mehrdad Ardebilipur - Fatemeh Dehrouye
Dual-Branch Cross-Parallel Transformer Model for Single-Channel Speech Enhancement
Mohammad Hakimkhah - Rahil Mahdian Toroghi - Hassan Zareian
Optimization of 915nm laser diode asymmetric structure: experimental and theoretical studies in tandem
Seyed peyman Abbasi - Maryam Lajvardi - Arash Hodaei
اینورتر چندسطحی منبع ولتاژ جدید با هدف کاهش سوئیچ برای سطوح بالا
علی سیفی - سید حسین حسینی - مهرداد طرقدار حق - مهران صباحی - مجید حسین پور
Innovative MOEMS Biosensor for Hepatitis DNA Detection Utilizing an Optical Ring Resonator
Hossein Bahramian - Arash Yazdanpanah Goharrizi
VGG16-based Feature Fusion For Image Kyepoint Description
Javid Norouzi - Alireza Liaghat - Mohammad Sadegh Helfroush - Habibollah Danyali
A reinforcement learning-based control approach for tracking problem of a class of nonlinear systems: Applied to a Single-Link Manipulator
Farshad Rahimi - Sepideh Ziaei - Reza Mahboobi Esfanjani
پیش بینی قیمت انرژی الکتریکی در بازار روز بعد با استفاده از شبکه عصبی مصنوعی تعمیم یافته و با در نظر گرفتن محدودیت سوخت رسانی
حسین صابر - سعید محسنی - رضا پورآقابابا - مصطفی یحیی آبادی
An SINR Maximization Approach for STAR-RIS-assisted Integrated Sensing and Communication Networks
Samira Arab Ameri - Kamal Mohamedpour - Mohammad Javad Azizipour
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
