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Graph learning with label attention and hyperbolic embedding for temporal event prediction in healthcare

Naseem, U Thapa, S Zhang, Q Wang, S Rashid, J Hu, L Hussain, A

The digitization of healthcare systems has led to the proliferation of electronic health records (EHRs), serving as comprehensive repositories of patient information. However, the vast volume and c...

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Experimental Comparison of Two Main Paradigms for Day-Ahead Average Carbon Intensity Forecasting in Power Grids: A Case Study in Australia

Zhang, B Tian, H Berry, A Huang, H Roussac, AC

Accurate carbon intensity forecasts enable consumers to adjust their electricity use, reducing it during high fossil-fuel generation and increasing it when renewables dominate. Existing methods for...

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Origin–destination matrix estimation for public transport: A multi-modal weighted graph approach

Zhao, D Mihăiţă, AS Ou, Y Grzybowska, H Li, M

Estimating the large-scale Origin–Destination (OD) matrices for multi-modal public transport (PT) in different cities can vary largely based on the network itself, what modes exist, and what traffi...

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Effects of Polyphenol Supplementations on Improving Depression, Anxiety, and Quality of Life in Patients With Depression.

Lin, K Li, Y Toit, ED Wendt, L Sun, J

Background: Increased prevalence of mental disorders has become a significant public health concern. Recent studies have linked nutrition to depression and anxiety, suggesting that dietary changes ...

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Early Gut Microbiota Colonisation of Premature Infants Fed with Breastmilk or Formula with or without Probiotics: A Cohort Study.

Chi, C Fan, Y Li, C Li, Y Guo, S Li, T Buys, N Clifton, VL Colditz, PB Yin, C Sun, J

Premature infants have a fragile ecology of the gut microbiota, which is associated with many health problems and may be influenced by formula versus breast feeding. The present study investigated ...

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Health Anxiety and Its Correlates in the General Chinese Population During the COVID-19 Epidemic.

Luo, J Wang, P Li, Z Cao, W Liu, H Meng, L Sun, J

Background: The novel coronavirus disease 2019 (COVID-19) pandemic has had an adverse impact on the mental health of the general population. This study aimed to investigate the prevalence and corre...

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Efficacy of Face-to-Face Delivered Cognitive Behavioral Therapy in Improving Health Status of Patients With Insomnia: A Meta-Analysis.

Xu, D Cardell, E Broadley, SA Sun, J

Background: Face-to-face cognitive behavioral therapy (CBT) is one of the most widely used non-pharmacological treatment approaches for insomnia. The aim of this study is to assess the efficacy of ...

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Mediating Role of Rumination and Negative Affect in the Effect of Mind-Wandering on Symptoms in Patients With Obsessive-Compulsive Disorder.

Wang, P Cao, W Chen, T Gao, J Liu, Y Yang, X Meng, F Sun, J Li, Z

To explore the relationship between negative affect, mind-wandering, rumination and obsessive-compulsive symptoms, 100 patients with obsessive-compulsive disorder and 100 healthy controls were asse...

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Association Between Sleep Duration and Albuminuria in Patients with Type 2 Diabetes: A Cross-Sectional Study in Ningbo, China.

Li, X Chattopadhyay, K Qian, X Yu, J Xu, M Li, L Sun, J Li, J

PURPOSE: Type 2 diabetes mellitus (T2DM) can lead to microvascular complications including diabetic kidney disease. Albuminuria is an important marker to diagnose kidney injury in T2DM patients and...

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The Contribution of BMI, Body Image Inflexibility, and Generalized Anxiety to Symptoms of Eating Disorders and Exercise Dependence in Exercisers

Zou, L Yang, P Herold, F Liu, W Szabo, A Taylor, A Sun, J Ji, L

1) Background: The common factors which potentially contribute to the development of eating disorders and exercise dependence during early adulthood are still relatively unclear. The present study ...

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