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Dynamic Multi-Layer Perceptron for Fetal Health Classification Using Cardiotocography Data: 《Computers, Materials & Continua》2024年第8期2301-2330,共30页Uddagiri Sirisha Parvathaneni Naga Srinivasu Panguluri Padmavathi Seongki Kim Aruna Pavate Jana Shafi Muhammad Fazal Ijaz; This work was supported by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(NRF-2023R1A2C1005950);Jana Shafi is supported via funding from Prince Sattam bin Abdulaziz University Project Number(PSAU/2024/R/1445).; Fetal health care is vital in ensuring the health of pregnant women and the fetus.Regular check-ups need to be taken by the mother to determine the status of the fetus’growth and identify any potential problems.To kn...; 关键词：Fetal health cardiotocography data deep learning dynamic multi-layer perceptron feature engineering

Machine Learning Prediction of Fetal Health Status from Cardiotocography Examination in Developing Healthcare Contexts: 《Journal of Computer Science Research》2024年第1期43-53,共11页Olayemi Olasehinde; Reducing neonatal mortality is a critical global health objective,especially in resource-constrained developing countries.This study employs machine learning(ML)techniques to predict fetal health status based on cardi...; 关键词：NEONATAL Mortality rate CARDIOTOCOGRAPHY Machine learning Foetus health PREDICTION Features engineering

Federated Machine Learning Based Fetal Health Prediction Empowered with Bio-Signal Cardiotocography: 《Computers, Materials & Continua》2024年第3期3303-3321,共19页Muhammad Umar Nasir Omar Kassem Khalil Karamath Ateeq Bassam SaleemAllah Almogadwy Muhammad Adnan Khan Muhammad Hasnain Azam Khan Muhammad Adnan; Cardiotocography measures the fetal heart rate in the fetus during pregnancy to ensure physical health because cardiotocography gives data about fetal heart rate and uterine shrinkages which is very beneficial to dete...; 关键词：CARDIOTOCOGRAPHY ML FML fetal disease bio-signal

Ensemble Learning for Fetal Health Classification: 《Computer Systems Science & Engineering》2023年第10期823-842,共20页Mesfer Al Duhayyim Sidra Abbas Abdullah Al Hejaili Natalia Kryvinska Ahmad Almadhor Huma Mughal; Cardiotocography(CTG)represents the fetus’s health inside the womb during labor.However,assessment of its readings can be a highly subjective process depending on the expertise of the obstetrician.Digital signals fro...; 关键词：Fetal health cardiotocography(CTG) ensemble learning adaptive boosting(AdaBoost) voting classifier

The Advent of a New Era of Antenatal Cardiotocography被引量：1: 《Maternal-Fetal Medicine》2022年第2期93-94,共2页Yang Zhang Qiongjie Zhou Xiaotian Li; Fetal monitoring was first introduced in the 1960 s when cardiotocography(CTG)was first introduced.With the rapid development of electronic and information technology,CTG is commonly utilized across the world.Moreover...; 关键词：NATAL utilized COLLEGE

Interobserver Agreement and Reliability of Intrapartum Nonreassuring Cardiotocography and Prediction of Neonatal Acidemia: 《Maternal-Fetal Medicine》2022年第2期95-102,共8页Zhuyu Li Yan Wang Jian Cai Peizhen Zhao Hanqing Chen Haiyan Liu Lixia Shen Lian Chen Shufang Li Yangyu Zhao Zilian Wang; supported by National Natural Science Foundation of China(No.81771606);undergraduate course teaching reform project of Sun Yat-sen University,China(No.80000-16300046)。; Objective:To evaluate the agreement and reliability of intrapartum nonreasurring cardiotocography(CTG)interpretation and prediction of neonatal acidemia by obstetricians working in different centers.Methods:A retrospe...; 关键词：CARDIOTOCOGRAPHY Fetal monitoring Fetal distress

Computerized Analysis of Antepartum Cardiotocography: A Review被引量：1: 《Maternal-Fetal Medicine》2022年第2期130-140,共11页Gabriel Davis Jones William R.Cooke Manu Vatish Christopher W.G.Redman; Cardiotocography measures the human fetal heart rate and uterine activity using ultrasound.While it has been a mainstay in antepartum care since the 1960s,cardiotocograms consist of complex signals that have proven di...; 关键词：ANTEPARTUM CARDIOTOCOGRAPHY COMPUTERIZED Electronic fetal monitoring Fetal monitoring

Evolving Frameworks for the Foundation and Practice of Electronic Fetal Monitoring被引量：2: 《Maternal-Fetal Medicine》2022年第2期141-151,共11页Mark I.Evans David W.Britt Shara M.Evans Lawrence D.Devoe; Since the 1970s,electronic fetal monitoring(EFM)also known as cardiotocography(CTG)has been used extensively in labor around the world,despite its known failure to help prevent many babies from developing neonatal enc...; 关键词：Fetal monitoring CARDIOTOCOGRAPHY Fetal reserve index

Increasing rate of Caesarean Section Due to Non-Reassuring Cardiotocography: 《Open Journal of Obstetrics and Gynecology》2017年第3期351-357,共7页Pushpa Chetandas Sana Zahiruddin Nigar Jabeen Raheela Baloch Fouzia Shaikh; Objective: To evaluate increasing rate of caesarean section due to non-reassuring cardiotocography. Methods: This study is carried out in obs/gyn department of Liaquat university hospital from 2012 to 2013. After perm...; 关键词：Non-Reassuring CARDIOTOCOGRAPHY CAESAREAN Section APGAR SCORE

Imperative for improvements and international convergence of intrapartum fetal monitoring: A bird's eye view: 《World Journal of Obstetrics and Gynecology》2016年第1期102-109,共8页Shashikant L Sholapurkar; Intrapartum fetal monitoring has been criticized for the lack of evidence of improvement in fetal outcome despite causing increased operative intervention. Paradoxically, cardiotocography （CTG） has been a major driv...; 关键词：CARDIOTOCOGRAPHY Electronic fetal monitoring Fetal heart rate decelerations Intrapartum fetal monitoring Intrapartum fetal surveillance Fetal electrocardiography Computerised cardiotocography

CARDIOTOCOGRAPHY