AIMC Topic: Pregnancy
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Prediction of fetal weight based on back propagation neural network optimized by genetic algorithm.
Mathematical biosciences and engineering : MBE
May 20, 2021
Fetal weight is an important index to judge fetal development and ensure the safety of pregnant women. However, fetal weight cannot be directly measured. This study proposed a prediction model of fetal weight based on genetic algorithm to optimize ba...
Brain views that benefit from three-dimensional ultrasound.
Current opinion in obstetrics & gynecology
Apr 1, 2021
PURPOSE OF REVIEW: Fetal central nervous system malformations are among the most common congenital anomalies. Whereas simple axial views are sufficient for basic fetal brain examination, other important views are essential for a more detailed examina...
Deep learning meets metabolomics: a methodological perspective.
Briefings in bioinformatics
Mar 22, 2021
Deep learning (DL), an emerging area of investigation in the fields of machine learning and artificial intelligence, has markedly advanced over the past years. DL techniques are being applied to assist medical professionals and researchers in improvi...
Early Prediction of Gestational Diabetes Mellitus in the Chinese Population via Advanced Machine Learning.
The Journal of clinical endocrinology and metabolism
Mar 8, 2021
CONTEXT: Accurate methods for early gestational diabetes mellitus (GDM) (during the first trimester of pregnancy) prediction in Chinese and other populations are lacking.
Concordance analysis of intrapartum cardiotocography between physicians and artificial intelligence-based technique using modified one-dimensional fully convolutional networks.
Journal of the Chinese Medical Association : JCMA
Feb 1, 2021
BACKGROUND: Cardiotocography is a common method of electronic fetal monitoring (EFM) for fetal well-being. Data-driven analyses have shown potential for automated EFM assessment. For this preliminary study, we used a novel artificial intelligence met...
Automatic quality assessment for 2D fetal sonographic standard plane based on multitask learning.
Medicine
Jan 29, 2021
The quality control of fetal sonographic (FS) images is essential for the correct biometric measurements and fetal anomaly diagnosis. However, quality control requires professional sonographers to perform and is often labor-intensive. To solve this p...
Robotic surgical staging of lymphadenectomy during pregnancy - case report.
Ceska gynekologie
Jan 1, 2021
OBJECTIVE: We aim to present a case of a 43-year-old patient dia-gnosed with cervical adenocarcinoma in the 15th week of pregnancy, who underwent robotically-assisted staging in a laparoscopic pelvic lymphadenectomy. Further therapeutic approach was ...
Artificial intelligence: A rapid case for advancement in the personalization of Gynaecology/Obstetric and Mental Health care.
Women's health (London, England)
Jan 1, 2021
To evaluate and holistically treat the mental health sequelae and potential psychiatric comorbidities associated with obstetric and gynaecological conditions, it is important to optimize patient care, ensure efficient use of limited resources and imp...
Application of artificial intelligence in screening for adverse perinatal outcomes: A protocol for systematic review.
Medicine
Dec 11, 2020
The article presents a systematic review protocol. The aim of the study is an assessment of current studies regarding the application of artificial intelligence and neural networks in the screening for adverse perinatal outcomes. We intend to compare...
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