کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

Addressing Death from Heart Failure Using RACER Algorithm

نویسندگان :

Mohammad Mirsafaei¹ Alireza Basiri²

1- دانشگاه صنعتی اصفهان 2- دانشگاه صنعتی اصفهان

کلمات کلیدی :

Cardiovascular diseases, Heart failure, Data mining, Classification, RACER

چکیده :

Cardiovascular diseases kill about 17 million people all over the world each year. Using medical data, predicting the possibility of death from cardiovascular diseases and heart failure can be challenging and using machine learning techniques are very useful . By analyzing medical records of 299 patients and using RACER algorithm as the base of our model, we provide a model to predict the death event. The accuracy of the proposed model was far more accurate than other previous applied models. The results lead us to believe that RACER can provide better performance for cardiovascular diseases and heart failure.

لیست مقالات

لیست مقالات بایگانی شده

Improving the Performance of ST-GCN on Multi-Site rs-fMRI Data Through Time Repetition Alignment

Mehrana Calagari - Hamidreza Hakimdavoodi

Manifold Learning-Assisted Physical Layer Key Generation for LoRaWAN: an Experimental Study

Hossein Aghajari - Hamed Bakhtiari babadegani, - Mehdi Naderi soorki - Sajad Ahmadinabi - Seyed mohsen Ahmadi

Net Load Forecasting of Household Prosumers Considering Deep Reinforcement Learning

Behzad Motallebi Azar - Rasool Kazemzadeh - Morteza Zare Oskouei - Behnam Mohammadi-Ivatloo

Transmission Dynamics and Optimal Control Strategy to Mitigate the Spread of Novel Coronavirus: The Case of Iran

Reza Shadi - Ahmad Fakharian - Hamid Khaloozadeh

Fragmentation-aware Coordinated Virtual Optical Network Embedding Algorithm Over Elastic Optical Networks

Niusha Sabri Kadijani - Lotfollah Beygi

{High performance detector for massive MIMO systems using an adaptive filering approach

Masoud Tahmasbi Fard - Mojtaba Amiri - Ali Olfat

Infrared Small Target Detection Based on Directional Mean Difference and Compactness

Mohammad Rahbari Dust - MASOUMEH AZGHANI

Delay Independent Controller Design for Delayed Discrete Singular Systems with Input Saturation

Emad Jafari - Tahereh Binazadeh

SAR Images Clustering Based on Modified Nonlinear Orthogonal non-Negative Matrix Factorization (NMF)

Mahdi Jowkar dehouei - Soolmaz Khazandi - Yaser Norouzi

Energy Efficiency Evaluation of a Line-Start Permanent Magnet Assisted Synchronous Reluctance Motor for Pump Application

Ali Jamali-Fard - Mojtaba Mirsalim

بیشتر

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