Search Results - "Lee, Brian K"

Weight trimming and propensity score weighting by Lee, Brian K, Lessler, Justin, Stuart, Elizabeth A

“…Propensity score weighting is sensitive to model misspecification and outlying weights that can unduly influence results. The authors investigated whether…”
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Improving propensity score weighting using machine learning by Lee, Brian K., Lessler, Justin, Stuart, Elizabeth A.

“…Machine learning techniques such as classification and regression trees (CART) have been suggested as promising alternatives to logistic regression for the…”
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The Changing Epidemiology of Autism Spectrum Disorders by Lyall, Kristen, Croen, Lisa, Daniels, Julie, Fallin, M. Daniele, Ladd-Acosta, Christine, Lee, Brian K, Park, Bo Y, Snyder, Nathaniel W, Schendel, Diana, Volk, Heather, Windham, Gayle C, Newschaffer, Craig

“…Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with lifelong impacts. Genetic and environmental factors contribute to ASD etiology,…”
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Changes in Prevalence of Autism Spectrum Disorders in 2001–2011: Findings from the Stockholm Youth Cohort by Idring, Selma, Lundberg, Michael, Sturm, Harald, Dalman, Christina, Gumpert, Clara, Rai, Dheeraj, Lee, Brian K., Magnusson, Cecilia

“…In a record-linkage study in Stockholm, Sweden, the year 2011 prevalence of diagnosed autism spectrum disorders (ASD) was found to be 0.40, 1.74, 2.46, and…”
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A principal odor map unifies diverse tasks in olfactory perception by Lee, Brian K, Mayhew, Emily J, Sanchez-Lengeling, Benjamin, Wei, Jennifer N, Qian, Wesley W, Little, Kelsie A, Andres, Matthew, Nguyen, Britney B, Moloy, Theresa, Yasonik, Jacob, Parker, Jane K, Gerkin, Richard C, Mainland, Joel D, Wiltschko, Alexander B

“…Mapping molecular structure to odor perception is a key challenge in olfaction. We used graph neural networks to generate a principal odor map (POM) that…”
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Autism spectrum disorders in the Stockholm Youth Cohort: design, prevalence and validity by Idring, Selma, Rai, Dheeraj, Dal, Henrik, Dalman, Christina, Sturm, Harald, Zander, Eric, Lee, Brian K, Serlachius, Eva, Magnusson, Cecilia

“…Reports of rising prevalence of autism spectrum disorders (ASD), along with their profound personal and societal burden, emphasize the need of methodologically…”
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Antidepressants during pregnancy and autism in offspring: population based cohort study by Rai, Dheeraj, Lee, Brian K, Dalman, Christina, Newschaffer, Craig, Lewis, Glyn, Magnusson, Cecilia

“…Objectives To study the association between maternal use of antidepressants during pregnancy and autism spectrum disorder (ASD) in…”
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Maternal body mass index during early pregnancy, gestational weight gain, and risk of autism spectrum disorders: Results from a Swedish total population and discordant sibling study by Gardner, Renee M, Lee, Brian K, Magnusson, Cecilia, Rai, Dheeraj, Frisell, Thomas, Karlsson, Håkan, Idring, Selma, Dalman, Christina

“…Prenatal environmental factors such as maternal adiposity may influence the risk of offspring autism spectrum disorders (ASD), though current evidence is…”
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Predicting adolescent psychopathology from early life factors: A machine learning tutorial by Siddique, Faizaan, Lee, Brian K.

“…The successful implementation and interpretation of machine learning (ML) models in epidemiological studies can be challenging without an extensive programming…”
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Antenatal nutritional supplementation and autism spectrum disorders in the Stockholm youth cohort: population based cohort study by DeVilbiss, Elizabeth A, Magnusson, Cecilia, Gardner, Renee M, Rai, Dheeraj, Newschaffer, Craig J, Lyall, Kristen, Dalman, Christina, Lee, Brian K

“…Objective To determine whether nutritional supplementation during pregnancy is associated with a reduced risk of autism spectrum disorder (ASD) with and…”
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Risk of new onset hyperuricemia and chronic kidney disease after living kidney donation through propensity score matching analysis by Kao, Yu-Nong, Huang, Shih-Ting, Wang, I-Kuan, Chuang, Ya-Wen, Lin, Cheng-Li, Lee, Brian K., Li, Chi-Yuan, Yu, Tung-Min

“…Living kidney donors have been regarded as those people having earned the healthiest status level after having undergone scrutiny. Although one’s post-donation…”
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In Utero Exposure to Selective Serotonin Reuptake Inhibitors and Risk for Autism Spectrum Disorder by Gidaya, Nicole B., Lee, Brian K., Burstyn, Igor, Yudell, Michael, Mortensen, Erik L., Newschaffer, Craig J.

“…We investigated whether there is an association between increased risk for autism spectrum disorders (ASD) and selective serotonin reuptake inhibitors (SSRIs)…”
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Rates of maternal weight gain over the course of pregnancy and offspring risk of neurodevelopmental disorders by Chen, Shuyun, Fan, Mengyu, Lee, Brian K, Dalman, Christina, Karlsson, Håkan, Gardner, Renee M

“…Previous studies have suggested that gestational weight gain (GWG) outside an optimal range increases the risks of neurodevelopmental disorders (NDDs) in…”
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Associations between maternal metabolic conditions and neurodevelopmental conditions in offspring: the mediating effects of obstetric and neonatal complications by Chen, Shuyun, Wang, Xi, Lee, Brian K, Gardner, Renee M

“…Abstract Background Maternal pre-gestational diabetes (PGDM), gestational diabetes mellitus (GDM), and overweight/obesity have been associated with increased…”
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Antiseizure medication use during pregnancy and children’s neurodevelopmental outcomes by Madley-Dowd, Paul, Ahlqvist, Viktor H., Forbes, Harriet, Rast, Jessica E., Martin, Florence Z., Zhong, Caichen, Barry, Ciarrah-Jane S., Berglind, Daniel, Lundberg, Michael, Lyall, Kristen, Newschaffer, Craig J., Tomson, Torbjörn, Davies, Neil M., Magnusson, Cecilia, Rai, Dheeraj, Lee, Brian K.

“…The teratogenic potential of valproate in pregnancy is well established; however, evidence regarding the long-term safety of other antiseizure medications…”
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Trends and patterns of antiseizure medication prescribing during pregnancy between 1995 and 2018 in the United Kingdom: A cohort study by Madley‐Dowd, Paul, Rast, Jessica, Ahlqvist, Viktor H., Zhong, Caichen, Martin, Florence Z., Davies, Neil M., Lyall, Kristen, Newschaffer, Craig, Tomson, Torbjörn, Magnusson, Cecilia, Rai, Dheeraj, Lee, Brian K., Forbes, Harriet

“…Objective To examine antiseizure medication (ASM) prescription during pregnancy. Design Population‐based drug utilisation study. Setting UK primary and…”
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Random capillary glucose levels throughout pregnancy, obstetric and neonatal outcomes, and long-term neurodevelopmental conditions in children: a group-based trajectory analysis by Chen, Shuyun, Persson, Margareta, Wang, Rui, Dalman, Christina, Lee, Brian K, Karlsson, Håkan, Gardner, Renee M

“…Gestational diabetes mellitus (GDM) is associated with both short- and long-term risks, although it is unknown if risks vary by severity, timing, and duration…”
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Maternal intrahepatic cholestasis of pregnancy and neurodevelopmental conditions in offspring: A population-based cohort study of 2 million Swedish children by Chen, Shuyun, Ahlqvist, Viktor H, Sjöqvist, Hugo, Stephansson, Olof, Magnusson, Cecilia, Dalman, Christina, Karlsson, Håkan, Lee, Brian K, Gardner, Renee M

“…Intrahepatic cholestasis of pregnancy (ICP) is the most common obstetric liver disorder and is associated with an increased risk of iatrogenic preterm birth…”
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Maternal folate status as a risk factor for autism spectrum disorders: a review of existing evidence by DeVilbiss, Elizabeth A., Gardner, Renee M., Newschaffer, Craig J., Lee, Brian K.

“…Emerging evidence from epidemiological studies supports the notion that maternal folate status regulated by dietary and genetic factors early in pregnancy may…”
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Presence of an epigenetic signature of prenatal cigarette smoke exposure in childhood by Ladd-Acosta, Christine, Shu, Chang, Lee, Brian K., Gidaya, Nicole, Singer, Alison, Schieve, Laura A., Schendel, Diana E., Jones, Nicole, Daniels, Julie L., Windham, Gayle C., Newschaffer, Craig J., Croen, Lisa A., Feinberg, Andrew P., Daniele Fallin, M.

“…Prenatal exposure to tobacco smoke has lifelong health consequences. Epigenetic signatures such as differences in DNA methylation (DNAm) may be a biomarker of…”
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