AIMC Topic: Pregnancy Complications

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Image Enhancement Model Based on Deep Learning Applied to the Ureteroscopic Diagnosis of Ureteral Stones during Pregnancy.

Computational and mathematical methods in medicine Oct 29, 2021
OBJECTIVE: To explore the image enhancement model based on deep learning on the effect of ureteroscopy with double J tube placement and drainage on ureteral stones during pregnancy. We compare the clinical effect of ureteroscopy with double J tube pl...
Humans Deep Learning Ultrasonography Computational Biology Models, Statistical Artifacts Neural Networks, Computer Pregnancy Female Diagnosis, Computer-Assisted Lithotripsy Pregnancy Complications Image Enhancement Ureteroscopy Ureteral Calculi
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Machine learning approaches to predict gestational age in normal and complicated pregnancies via urinary metabolomics analysis.

Scientific reports Sep 7, 2021
The elucidation of dynamic metabolomic changes during gestation is particularly important for the development of methods to evaluate pregnancy status or achieve earlier detection of pregnancy-related complications. Some studies have constructed model...
Pregnancy Female Infant, Newborn Parity Adult Gas Chromatography-Mass Spectrometry Humans Machine Learning Pregnancy Complications Prospective Studies Gestational Age Maternal Age Hypertension, Pregnancy-Induced Body Mass Index Metabolomics Models, Biological Japan
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Intrahepatic cholestasis of pregnancy: machine-learning algorithm to predict elevated bile acid based on clinical and laboratory data.

Archives of gynecology and obstetrics Feb 19, 2021
PURPOSE: Applying machine-learning models to clinical and laboratory features of women with intrahepatic cholestasis of pregnancy (ICP) and creating algorithm to identify these patients without bile acid measurements.
Retrospective Studies Humans Machine Learning Liver Function Tests Pregnancy Algorithms Female Infant, Newborn Bile Acids and Salts Adult Cholestasis, Intrahepatic Pregnancy Complications Pregnancy Outcome
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Artificial intelligence: The current state of affairs for AI in pregnancy and labour.

Journal of gynecology obstetrics and human reproduction Dec 31, 2020
Obstetric Labor, Premature Pregnancy, Ectopic Obstetric Labor Complications Postnatal Care Risk Assessment Cardiotocography Pre-Eclampsia Pregnancy Complications Pregnancy Female Premature Birth Humans Artificial Intelligence
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Predicting the Risk of Adverse Events in Pregnant Women With Congenital Heart Disease.

Journal of the American Heart Association Jul 14, 2020
Background Women with congenital heart disease are considered at high risk for adverse events. Therefore, we aim to establish 2 prediction models for mothers and their offspring, which can predict the risk of adverse events occurred in pregnant women...
Adolescent Logistic Models Pregnancy Complications Heart Defects, Congenital Adult Humans Middle Aged Machine Learning Risk Assessment China Pregnancy Female Infant, Newborn Young Adult
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Enabling pregnant women and their physicians to make informed medication decisions using artificial intelligence.

Journal of pharmacokinetics and pharmacodynamics Apr 11, 2020
The role of artificial intelligence (AI) in healthcare for pregnant women. To assess the role of AI in women's health, discover gaps, and discuss the future of AI in maternal health. A systematic review of English articles using EMBASE, PubMed, and S...
Drug-Related Side Effects and Adverse Reactions Pharmacovigilance Pregnancy Complications Decision Making, Shared Preconception Care Female Humans Perinatal Care Animals Prenatal Care Machine Learning Maternal-Fetal Exchange Disease Models, Animal Physicians Maternal Health Pregnancy
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Stillbirth risk prediction using machine learning for a large cohort of births from Western Australia, 1980-2015.

Scientific reports Mar 24, 2020
Quantification of stillbirth risk has potential to support clinical decision-making. Studies that have attempted to quantify stillbirth risk have been hampered by small event rates, a limited range of predictors that typically exclude obstetric histo...
Risk Assessment Cohort Studies Socioeconomic Factors Pregnancy Complications Live Birth Stillbirth Reproductive History Maternal Age Western Australia Algorithms Pregnancy Female Prenatal Care Humans Machine Learning
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Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem.

European journal of epidemiology Dec 10, 2018
We developed algorithms to identify pregnant women with suicidal behavior using information extracted from clinical notes by natural language processing (NLP) in electronic medical records. Using both codified data and NLP applied to unstructured cli...
Pregnancy Complications International Classification of Diseases Pregnancy Humans Female Algorithms Suicidal Ideation Electronic Health Records Natural Language Processing Data Mining
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Non-surgical management of primary hyperparathyroidism.

Best practice & research. Clinical endocrinology & metabolism Sep 28, 2018
The purpose of this chapter is to discuss the options available for patients with primary hyperparathyrodism (PHPT) not undergoing parathyroidectomy (PTx). Adequate hydration should be recommended in all patients. Calcium intake should not be restric...
Parathyroidectomy Fluid Therapy Humans Pregnancy Female Vitamin D Deficiency Calcium Parathyroid Hormone Hypercalcemia Cinacalcet Hyperparathyroidism, Primary Pregnancy Complications
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Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing.

BMC medical informatics and decision making May 29, 2018
BACKGROUND: We examined the comparative performance of structured, diagnostic codes vs. natural language processing (NLP) of unstructured text for screening suicidal behavior among pregnant women in electronic medical records (EMRs).
Child Natural Language Processing Registries Pregnancy Complications Pregnancy Humans Massachusetts Adult Electronic Health Records Female Middle Aged Young Adult Suicide, Attempted Adolescent
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