سمپوزیوم منطقه ای نوآوری در علم و فناوری

صفحه اصلی / دومین سمپوزیوم منطقه ای نوآوری در علم و فناوری

Separation of Term-Preterm Birth from Non-pregnant Using Frequency and Nonlinear Analysis of Electrohysterogram Signals

نویسندگان :

Maryam Khansari¹ Maryam Khansari² Maryam Khansari³

1- دانشگاه فردوسی مشهد 2- دانشگاه فردوسی مشهد 3- دانشگاه فردوسی مشهد

کلمات کلیدی :

Term-Preterm delivery،Nonlinear feature;،Frequency feature،Electrohysterogram signal

چکیده :

Preterm birth, occurring before the 37th week, was analyzed using electrohysterogram (EHG) signals. Thirty-one records were used to extract six spectral and six nonlinear features, classified by support vector machine and MLP. The MLP achieved 100% accuracy for term/non-pregnant and preterm/non-pregnant classes, while the best accuracy for term/preterm classification was 88.71%.

لیست مقالات

لیست مقالات بایگانی شده

Assessment of water quality for drinking purposes in Kouhe-Sefide-Sofla area (NE Iran)

Ali Esmaeili - Masoumeh Taheri - Mohammad Hossein Mahmoudi Gharaie

Nanobiosensors: Novel Tools for Accurate Detection of Zoonotic Pathogenic Bacteria and Improving Global Health

Marziyeh Tavakolizadeh - Soheil Sadr - Abbas Rahdar - Sadanand Pandey

Relation between Staphylococcus Isolated from Domestic Cats and its Owner

Nooralhuda Aljawhar

Machine learning based Prediction of Habitat Suitability of Prosopis juliflora under present and future climatic scenarios in arid coastal region of Pakistan

Saima Shaikh - Sana Arshad - Jamil Hasan Kazmi

A Multi-scale Monte Carlo Simulation on Gold Nanoparticle Dose Enhancement for a Lung Tumor Treated with I-125 Brachytherapy

Elahe Movahedizade - Zahra Sajjadi

Statistical investigation of the role of the catalyst in the process of chemical vapor deposition (CVD)

Elahe Khosravifard - Mohamad Taghi Hamed Mosavian - Morteza Maghrebi

Separation of Term-Preterm Birth from Non-pregnant Using Frequency and Nonlinear Analysis of Electrohysterogram Signals

Maryam Khansari - Maryam Khansari - Maryam Khansari

Construction of Flexible Supercapacitors from Metal Organic Framework Composite Electrode

Sara Rammandi - Mohammad Hassan Entezari

The Revolution of Aptamers in Therapeutics: A Comprehensive Overview

Gholamreza Hashemi Tabar - Arefe Noroozi Nejad

Mineralogy of atmospheric dust and potential risk of silicosis in residents of Saleh-Abad region (NE-Iran)

Amineh Darrudi - Mohamad Hosein Mahmudy Gharaie - Masumeh Taheri - Masood Minaee

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 41.3.1