AIMC Topic: Pregnancy
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Machine learning-based approach for predicting low birth weight.
BMC pregnancy and childbirth
Nov 20, 2023
BACKGROUND: Low birth weight (LBW) has been linked to infant mortality. Predicting LBW is a valuable preventative tool and predictor of newborn health risks. The current study employed a machine learning model to predict LBW.
Leveraging automated approaches to categorize birth defects from abstracted birth hospitalization data.
Birth defects research
Nov 6, 2023
BACKGROUND: The Surveillance for Emerging Threats to Pregnant People and Infants Network (SET-NET) collects data abstracted from medical records and birth defects registries on pregnant people and their infants to understand outcomes associated with ...
Seeking arrangements: cell contact as a cleavage-stage biomarker.
Reproductive biomedicine online
Nov 3, 2023
RESEARCH QUESTION: What can three-dimensional cell contact networks tell us about the developmental potential of cleavage-stage human embryos?
Fetal biometry and amniotic fluid volume assessment end-to-end automation using Deep Learning.
Nature communications
Nov 3, 2023
Fetal biometry and amniotic fluid volume assessments are two essential yet repetitive tasks in fetal ultrasound screening scans, aiding in the detection of potentially life-threatening conditions. However, these assessment methods can occasionally yi...
Electrocardiogram-based deep learning model to screen peripartum cardiomyopathy.
American journal of obstetrics & gynecology MFM
Oct 30, 2023
BACKGROUND: Peripartum cardiomyopathy, one of the most fatal conditions during delivery, results in heart failure secondary to left ventricular systolic dysfunction. Left ventricular dysfunction can result in abnormalities in electrocardiography. How...
Primary omental pregnancy after in vitro fertilization complicated by hemoperitoneum-how to manage it laparoscopically.
Fertility and sterility
Oct 29, 2023
OBJECTIVE: To report an uncommon case of primary OP treated laparoscopically. Ectopic pregnancy (EP) is the leading cause of maternal mortality during the first trimester and the incidence increases with assisted reproductive techniques, occurring in...
Associations of maternal stress, gene expression, and newborn birthweight in the Democratic Republic of Congo.
American journal of biological anthropology
Oct 27, 2023
OBJECTIVES: Maternal stress has long been associated with lower birthweight, which is associated with adverse health outcomes including many adult diseases. The underlying mechanisms remain elusive although changes in gene expression may play a role....
What is the future of artificial intelligence in obstetrics? A qualitative study among healthcare professionals.
BMJ open
Oct 24, 2023
OBJECTIVE: This work explores the perceptions of obstetrical clinicians about artificial intelligence (AI) in order to bridge the gap in uptake of AI between research and medical practice. Identifying potential areas where AI can contribute to clinic...
Machine learning based assessment of preclinical health questionnaires.
International journal of medical informatics
Oct 21, 2023
BACKGROUND: Within modern health systems, the possibility of accessing a large amount and a variety of data related to patients' health has increased significantly over the years. The source of this data could be mobile and wearable electronic system...
Transfer learning for accurate fetal organ classification from ultrasound images: a potential tool for maternal healthcare providers.
Scientific reports
Oct 20, 2023
Ultrasound imaging is commonly used to aid in fetal development. It has the advantage of being real-time, low-cost, non-invasive, and easy to use. However, fetal organ detection is a challenging task for obstetricians, it depends on several factors, ...
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