Cargando…

Interpretable machine learning to identify important predictors of birth weight: A prospective cohort study

BACKGROUND: Predicting birth weight and identifying its risk factors are clinically important. This study aims to use interpretable machine learning to predict birth weight and identity important predictors. METHODS: This prospective cohort study was conducted in Tongzhou Maternal and Child Health C...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Zheng, Han, Na, Su, Tao, Ji, Yuelong, Bao, Heling, Zhou, Shuang, Luo, Shusheng, Wang, Hui, Liu, Jue, Wang, Hai-Jun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Pediatrics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691849/ https://www.ncbi.nlm.nih.gov/pubmed/36440327 http://dx.doi.org/10.3389/fped.2022.899954

Ejemplares similares

The First-Trimester Gestational Weight Gain Associated With de novo Hypertensive Disorders During Pregnancy: Mediated by Mean Arterial Pressure
por: Yuan, Zhichao, et al.
Publicado: (2022)

Risk of De Novo Hypertensive Disorders of Pregnancy After Exposure to PM1 and PM2.5 During the Period From Preconception to Delivery: Birth Cohort Study
por: Yuan, Zhichao, et al.
Publicado: (2023)

Prevalence of Congenital Heart Disease in Chinese Children With Different Birth Weights and Its Relationship to the Neonatal Birth Weight
por: Yan, Hui, et al.
Publicado: (2022)

Machine Learning-Based CT Radiomics Method for Identifying the Stage of Wilms Tumor in Children
por: Ma, Xiao-Hui, et al.
Publicado: (2022)

Prediction of Adverse Outcomes in De Novo Hypertensive Disorders of Pregnancy: Development and Validation of Maternal and Neonatal Prognostic Models
por: Chen, Junjun, et al.
Publicado: (2022)

Association between paternal pre-pregnancy body mass index with preterm birth and low birth weight
por: Sun, Mengting, et al.
Publicado: (2022)

Periconceptional Folic Acid Supplementation and Newborn Birth Weights
por: Lin, Jing, et al.
Publicado: (2022)

Effect of levothyroxine treatment on fetal growth among women with mild subclinical hypothyroidism and thyroid peroxidase antibody negative: a cohort study
por: Ji, Yuelong, et al.
Publicado: (2023)

A Prediction Nomogram for Acute Kidney Injury in Very-Low-Birth-Weight Infants: A Retrospective Study
por: Hu, Qian, et al.
Publicado: (2021)

Gestational Diabetes Independently Increases Birth Length and Augments the Effects of Maternal BMI on Birth Weight: A Retrospective Cohort Study
por: Byström, Magdalena, et al.
Publicado: (2014)

Association of Low Birth Weight and Premature Birth With the Risk of Metabolic Syndrome: A Meta-Analysis
por: Liao, Lihong, et al.
Publicado: (2020)

Preterm Birth during Influenza Season Is Associated with Adverse Outcome in Very Low Birth Weight Infants
por: Härtel, Christoph, et al.
Publicado: (2016)

Gestational age assessed by optical skin reflection in low-birth-weight newborns: Applications in classification at birth
por: Vitral, Gabriela Luiza Nogueira, et al.
Publicado: (2023)

COVID-19 lockdown related to decrease in premature birth rate and increase in birth weight in metropolitan France
por: Tessier, Benoit, et al.
Publicado: (2023)

Early Pregnancy Exposure to Rare Earth Elements and Risk of Gestational Diabetes Mellitus: A Nested Case-Control Study
por: Xu, Xiangrong, et al.
Publicado: (2021)

Influence of early fluid overload on bronchopulmonary dysplasia in very low-birth-weight infants
por: Li, Yu-Jie, et al.
Publicado: (2022)

Population pharmacokinetics of vancomycin in very low birth weight neonates
por: Alsultan, Abdullah, et al.
Publicado: (2023)

Transcatheter Closure of Patent Ductus Arteriosus in Premature Infants With Very Low Birth Weight
por: Wang, Jieh-Neng, et al.
Publicado: (2021)

Management of Acute Kidney Injury in Extremely Low Birth Weight Infants
por: Branagan, Aoife, et al.
Publicado: (2022)

Development and Validation of a Nomogram for Predicting Bronchopulmonary Dysplasia in Very-Low-Birth-Weight Infants
por: Zhang, Jingdi, et al.
Publicado: (2021)

Birth Weight and Subsequent Risk of Total Leukemia and Acute Leukemia: A Systematic Review and Meta-Analysis
por: Che, Hailuo, et al.
Publicado: (2021)

Study on improving collection feeding safety and quality of colostrum for very (extremely) low birth weight infants
por: Wang, Hua, et al.
Publicado: (2023)

Are preterm birth and very low birth weight rates altered in the early COVID (2020) SARS-CoV-2 era?
por: Rodriguez, Kayla, et al.
Publicado: (2023)

Children Conceived by Assisted Reproductive Technology Prone to Low Birth Weight, Preterm Birth, and Birth Defects: A Cohort Review of More Than 50,000 Live Births During 2011–2017 in Taiwan
por: Chang, Heng-Yu, et al.
Publicado: (2020)

Neurodevelopmental Outcomes of Extremely Low Birth Weight Survivors in Johannesburg, South Africa
por: Ramdin, Tanusha D., et al.
Publicado: (2022)

The Comparison of HHHFNC and NCPAP in Extremely Low-Birth-Weight Preterm Infants After Extubation: A Single-Center Randomized Controlled Trial
por: Chen, Jia, et al.
Publicado: (2020)

An interpretable machine-learning model for predicting the efficacy of nonsteroidal anti-inflammatory drugs for closing hemodynamically significant patent ductus arteriosus in preterm infants
por: Liu, Tai-Xiang, et al.
Publicado: (2023)

The Relationship Between Children's Birth Time and Short Stature
por: Wang, Shuo, et al.
Publicado: (2022)

Two-stage learning-based prediction of bronchopulmonary dysplasia in very low birth weight infants: a nationwide cohort study
por: Hwang, Jae Kyoon, et al.
Publicado: (2023)

Characteristics of the Intestinal Microbiota in Very Low Birth Weight Infants With Extrauterine Growth Restriction
por: Li, Hongping, et al.
Publicado: (2019)

Myocardial Function Maturation in Very-Low-Birth-Weight Infants and Development of Bronchopulmonary Dysplasia
por: Méndez-Abad, Paula, et al.
Publicado: (2020)

Outcome of Patients With Esophageal Atresia and Very Low Birth Weight (≤ 1,500 g)
por: Ritz, Laura Antonia, et al.
Publicado: (2020)

Neuroprem 2: An Italian Study of Neurodevelopmental Outcomes of Very Low Birth Weight Infants
por: Lugli, Licia, et al.
Publicado: (2021)

Effect of Fortified Human Milk on the Growth Parameters of Babies With Very Low Birth Weight
por: Amjad, Ali, et al.
Publicado: (2022)

Gestational weight gain in women with pre-pregnancy overweight or obesity and anthropometry of infants at birth
por: Mogensen, Christina Sonne, et al.
Publicado: (2023)

In-hospital growth and long-term neurodevelopmental outcomes of very low birth weight infants
por: Consales, Alessandra, et al.
Publicado: (2023)

Prolonged antibiotic therapy increased necrotizing enterocolitis in very low birth weight infants without culture-proven sepsis
por: Zhu, Keran, et al.
Publicado: (2022)

Family-Centered Care Improves Clinical Outcomes of Very-Low-Birth-Weight Infants: A Quasi-Experimental Study
por: Lv, Bo, et al.
Publicado: (2019)

The role of blood pressure variability indicators combined with cerebral blood flow parameters in predicting intraventricular hemorrhage in very low birth weight preterm infants
por: Jiang, Lijun, et al.
Publicado: (2023)

Reduced Lung Function at Preschool Age in Survivors of Very Low Birth Weight Preterm Infants
por: Chang, Hung-Yang, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_3j94p1lh3i78ne81rplb98r09i