ECoG timescales decrease during spatial attention. by Isabel Raposo (21615517)

Gray matter segmented views of the brain. by Muhammad Zubair (728141)

“…The proposed methodology consists of a four-phase process: (1) Whole brain segmentation, (2) Gray matter segmentation using multi-layer U-Net segmentation, (3) Feature extraction using Multi-Scale Efficient Net with SVM for classification, and (4) XAI (explainable AI) techniques by integrating Saliency Map Quantitative Analysis for increased clinical trustworthiness and model interpretability. …”

Participant demographics. * P-values were determined using Fisher-Freeman-Halton test when contingency tables are larger than 2 × 2. by Elie Mulhem (22537863)

Subjects:

The introduction of mutualisms into assembled communities increases their connectance and complexity while decreasing their richness. by Gui Araujo (22170819)

“…When they stop being introduced in further assembly events (i.e. introduced species do not carry any mutualistic interactions), their proportion slowly decreases with successive invasions. …”

<b>Supporting data for manuscript</b> "<b>Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins</b>" by Kira Shaw (18796168)

“…<p dir="ltr">The CSV file 'Eyreetal_DrainingVein_SourceData' contains the averaged time series traces and extracted metrics from individual experiments used across Figures 1-5 in the manuscript "Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins". …”

EVs from infected neurons alter astrocyte gene expression and decrease GLT-1 protein expression. by Emily Z. Tabaie (16630841)

Percentage of exhale flux penetrating through the mask fabric for different values of <i>c</i>_<i>k</i>; a–c and d–f decreasing porosity for outward and inward protection... by Akshay Anand (118579)

Biases in larger populations. by Sander W. Keemink (21253563)

“…Threshold parameter <i>c</i> = − 0 . 1 for the rectified cosine tuning with 4 neurons, and width <i>w</i> was 1 for von Mises tuning. …”

Statins induced flatter neuronal somas. by Shuk C. Tsoi (21192243)

Table 1_Transcriptional patterns of brain structural abnormalities in CSVD-related cognitive impairment.docx by Haixia Mao (3775582)

“…However, the molecular and cellular factors making the different brain structural regions more vulnerable to CSVD-related cognitive impairment remain largely unknown.…”

Contribution of the through-mask leakages from the cavity and channel network distributed along the periphery of the mask; a–c and d–f are decreasing porosity <i>c</i><sub><i>k</i>... by Akshay Anand (118579)

Coupled gGM and CSF fMRI signal time courses induced by a transient hypercapnic challenge – data from a representative subject. by Juliana Zimmermann (10507091)

Proposed Multi-Layer U-Net model for gray matter segmentation. by Muhammad Zubair (728141)

Gray matter segmentation results using the Attention U-Net model. by Muhammad Zubair (728141)

Changes in global brain blood volume mediate CSF in- and outflux. by Juliana Zimmermann (10507091)

Bidirectional grey-matter CBF changes induced by a hypercapnic challenge. by Juliana Zimmermann (10507091)

The steady-state CSF signal is higher in slice 1 than in slices 2 and 3. by Juliana Zimmermann (10507091)

Coupled gGM and CSF fMRI signal changes induced by a transient hypercapnia challenge. by Juliana Zimmermann (10507091)

Brain regions with significantly decreased activations for the Raven task are shown in blue. by Morteza Fattahi (15892028)

Gray Matter segmentation results using the proposed Multi-layer U-Net Model. by Muhammad Zubair (728141)