The oxysterol 7α, 25OHC synthesising and degrading enzymes are expressed in the mouse brain microvessels. by Fionä Caratis (12759506)

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Geometric manifold comparison visualization by Eloy Geenjaar (21533195)

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Hyperparameter ranges by Eloy Geenjaar (21533195)

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Convolutional vs RNN context encoder by Eloy Geenjaar (21533195)

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Each subfigure shows a different local size (LS) and context size (CS) configuration, where the reliability of the model across different initializations is measured in R-squared. by Eloy Geenjaar (21533195)

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Kaplan-Meier analysis showing cumulative incidence of all-cause mortality by number of cognitive activities. by Linjia Duan (13276989)

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Stratified analyses by potential modifiers of the association between the number of cognitive activities and all-cause mortality. by Linjia Duan (13276989)

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The influence of training-time noise on classification accuracy and reliability by Eloy Geenjaar (21533195)

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Data sample demographics. Note that AP refers to anti-psychotic medication, and AD refers to anti-depressive medication. Thus, AP and AD in this table refer to the percentage of pa... by Eloy Geenjaar (21533195)

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An abstract depiction of our model, for the independent version of the model, the context representation is not concatenated inside the local encoder. by Eloy Geenjaar (21533195)

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Associations of number of cognitive activities with all-cause mortality and medication analysis of number of cognitive activities by baseline cognitive function. by Linjia Duan (13276989)

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Flow chart of participants selection. by Linjia Duan (13276989)

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These subfigures show a visualization of the context embeddings for the DSVAE model with LS=2=4,CS=2. The first subfigure from the left shows three patient clusters, the second sub... by Eloy Geenjaar (21533195)

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The window classification accuracy for two of our proposed models (DSVAE, IDSVAE), windowed FNC (wFNC), and two baseline methods: context-only (CVAE), and local-only (LVAE). by Eloy Geenjaar (21533195)

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Baseline characteristics by number of cognitive activities. by Linjia Duan (13276989)

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The three schizophrenia patient clusters visualized using functional connectivity matrices. To create the visualizations, we take all the windows belonging to a cluster and average... by Eloy Geenjaar (21533195)

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LPS induces changes in the expression of Ebi2, Ch25h, Cyp7b1 and Hsd3b7 enzymes in the mouse brain. by Fionä Caratis (12759506)

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Y-27632 synergized with BA to alleviate the decrease in the expression of and abnormal localization of ZO-1 and Occludin in LPS-induced Caco2 cells. by Luqiong Liu (11537092)

siRNA-mediated knockdown of myosin-9 decreases reovirus infection and egress. by Isabel Fernández de Castro (22431012)

Baseline characteristics. by A. H. Ayesha Lavell (16734002)

“…A total of 384 HCWs (95% of HCWs given consent) completed at least one survey, 326 (81%) completed two or more. Mental health significantly declined in December 2021 compared to November 2020, with mean increases of 1.16 (95% CI 0.73 to 1.58, d = 0.48), 0.79 (95% CI 0.41 to 1.17, d = 0.37) and 1.96 (95% CI 0.95 to 2.97, d = 0.35) on the PHQ-9 (range 0–27), GAD-7 (range 0–21) and PCL-5 (range 0–80), respectively, with similar results in multivariable analysis. …”