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Chapter and Conference Paper
Joint Estimation of Neural Events and Hemodynamic Response Functions from Task fMRI via Convolutional Neural Networks
Joint decomposition of functional magnetic resonance imaging (fMRI) time series into time courses of neural activity events and hemodynamic response functions (HRF) can enable new insights into functional conn...
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Chapter and Conference Paper
Nonlinear Conditional Time-Varying Granger Causality of Task fMRI via Deep Stacking Networks and Adaptive Convolutional Kernels
Time-varying Granger causality refers to patterns of causal relationships that vary over time between brain functional time series at distinct source and target regions. It provides rich information about the ...
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Article
Open AccessTemporal relationship between body mass index and uric acid and their joint impact on blood pressure in children and adults: the Bogalusa Heart Study
This study aimed to examine the temporal relationship between body mass index (BMI) and uric acid (UA), and their joint effect on blood pressure (BP) in children and adults.
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Chapter and Conference Paper
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data
Conditional Granger causality, based on functional magnetic resonance imaging (fMRI) time series signals, is the quantification of how strongly brain activity in a certain source brain region contributes to br...
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Article
Prediction of adult class II/III obesity from childhood BMI: the i3C consortium
Adult class II/III obesity (BMI ≥ 35 kg/m2) has significant adverse health outcomes. Early prevention and treatment are critical, but prospective childhood risk estimates are lacking. This study aimed to define t...
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Article
Open AccessTemporal relationship between inflammation and insulin resistance and their joint effect on hyperglycemia: the Bogalusa Heart Study
Inflammation and insulin resistance play crucial roles in the development of type 2 diabetes mellitus (T2DM). We aim to examine the temporal relationship between high-sensitivity C-reactive protein (hsCRP) and...
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Article
Childhood cardiovascular health and subfertility: the Bogalusa Heart Study
Although childhood cardiovascular risk can contribute to adult cardiovascular disease, and fertility and adult cardiovascular health are linked, the association between early-life cardiovascular risk and femal...
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Article
Open AccessLong-term Impact of Temporal Sequence from Childhood Obesity to Hyperinsulinemia on Adult Metabolic Syndrome and Diabetes: The Bogalusa Heart Study
This study aims to delineate the temporal relations between body mass index (BMI) and insulin in childhood and their impact on adult metabolic syndrome (MetS) and type 2 diabetes mellitus (T2DM).The longitudin...
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Article
Insulin-sensitive adiposity is associated with a relatively lower risk of diabetes than insulin-resistant adiposity: the Bogalusa Heart Study
Obesity and insulin resistance are both closely associated with type 2 diabetes mellitus (T2DM). It is, however, not clear whether the role of obesity in the development of T2DM is dependent on insulin resista...
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Article
Epidemiology of Metastatic Hepatocellular Carcinoma, A Nationwide Perspective
Hepatocellular carcinoma (HCC) is the most common primary tumor of the liver.
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Article
United States Women Receive More Curative Treatment for Hepatocellular Carcinoma Than Men
Previous database studies have found gender disparities favoring men in rates of liver transplantation, which resolve in cohorts examining only patients with hepatocellular carcinoma (HCC).