[PDF][PDF] A Systematic Review Using Machine Learning Algorithms for Predicting Preterm Birth

R Surendiran, R Aarthi, M Thangamani… - International Journal …, 2022 - researchgate.net
Preterm births (PTB) affect nearly 15 million kids worldwide. At present, medical fields aim to
reduce the possessions of prematurity rather than avoid it. The cervix is currently measured …

Prediction of preterm delivery from unbalanced EHG database

S Mohammadi Far, M Beiramvand, M Shahbakhti… - Sensors, 2022 - mdpi.com
Objective: The early prediction of preterm labor can significantly minimize premature
delivery complications for both the mother and infant. The aim of this research is to propose …

Prediction of Preterm Labor from the Electrohysterogram Signals Based on Different Gestational Weeks

S Mohammadi Far, M Beiramvand, M Shahbakhti… - Sensors, 2023 - mdpi.com
Timely preterm labor prediction plays an important role for increasing the chance of neonate
survival, the mother's mental health, and reducing financial burdens imposed on the family …

EHG Signal Analysis for Prediction of Term and Preterm using Variational Mode Decomposition and Artificial Neural Networks

MU Khan, S Aziz, K Iqtidar… - … Conference on Frontiers …, 2022 - ieeexplore.ieee.org
Preterm deliveries are an important cause of mortality and morbidity in newborns. Accurate
and early prediction of a premature delivery can prove helpful in providing proper …

Importance of computer ethics and morality in society

R Wang - 2021 International Conference on Social Development …, 2022 - atlantis-press.com
Computer ethics emerged in the 1980s as a field that deals with the ethical analysis of
privacy and security issues in technology. The field is responsible for analyzing the moral …

MobileNet-based Prediction of Preterm Births

T Noor-Ul-Ain, A Abbas, MU Khan… - 2023 25th …, 2023 - ieeexplore.ieee.org
Nowadays preterm birth is a serious medical problem since it causes most perinatal deaths
and puts people at risk for additional illnesses that could negatively impact their health. The …

Machine Learning Techniques for the Prediction of Preterm Birth Using Electrohysterography Signals

P Namadurai - Modernizing Maternal Care With Digital …, 2024 - igi-global.com
Preterm birth (PTB) is one of the dangerous pregnancy complications where the delivery
occurs prior to 37 weeks of gestation. Prediction of PTB has been challenging since there …

Cracking the Emotional Code: Identifying Emotions Through Electroencephalograms

MB Sajid, MU Khan, M Faraz, SZH Naqvi… - … on Applied Sciences …, 2023 - ieeexplore.ieee.org
In this work, we present a machine-learning model for emotion recognition based on
Electroencephalogram (EEG) signals. We employed an online available DREAMERs …

Term Preterm Delivery Classification with Electro Hysterogram and Performance Analysis

S Hari, R Karthika - 2022 7th International Conference on …, 2022 - ieeexplore.ieee.org
Preterm birth is regarded as one of the major causes of new-born illness and death. It not
only creates a physical trauma but also a big mental trauma, especially to the new mother …