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. …”

(A) Auxiliary marking points to ensure complete and accurate seating of the prosthesis. by Long Li (6555)

Cinacalcet administered early in the inactive phase markedly decrease parathyroid Ki-67 index. by Søren Egstrand (10906087)

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)

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

Table 1_Dietary fiber intake and hippocampal gray matter volume: an exploratory cross-sectional study in healthy adults.docx by Raghav Pallapothu (21547964)

“…Prior research has found that ADRD is associated with decreases in cortical gray matter volume (GMV) in the hippocampus.…”

Group-level narrow- and broad-band spectral changes after hemispherotomy reveal a marked EEG slowing of the isolated cortex, robust across patients. by Michele Angelo Colombo (22446342)

“…This decrease was larger in the disconnected than in the contralateral cortex. …”

Data Sheet 1_Changes in voxel-wise gray matter asymmetry over time.pdf by Florian Kurth (350282)

“…However, there is no consensus on whether asymmetries become weaker or stronger with age or which brain regions are most affected. Here, we set out to further explore age-related changes in brain asymmetry, with a particular focus on voxel-wise gray matter asymmetry. …”

Map of Pakistan with marked Punjab province. by Sumaira Sumaira (21453523)

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

“…</p>Materials and methods<p>Voxel-based morphology (VBM) was performed on the structural magnetic resonance imaging data of 46 CSVD-related cognitive impairment and 73 healthy controls to analyze and compare the gray matter volume (GMV) between the 2 groups. Transcriptome-neuroimaging spatial correlation analysis was carried out in combination with the Allen Human Brain Atlas to explore gene expression profiles associated with changes in cortical morphology in CSVD-related cognitive impairment.…”

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

“…<p>(<b>A</b>) Maximum absolute bias vs the number of neurons in the population for the Bayesian decoder. …”

The parameters of gas exchange markedly decreased in maize <i>zmstomagen1/2</i> mutant compared with in wild type (WT). by Juan-Juan Xu (18590868)

PLB is a target gene of miRNA 221. by Hongyu Li (1332669)

Table 1_Efficacy and brain modulation mechanisms of acupuncture for chronic prostatitis/chronic pelvic pain syndrome revealed by structural MRI changes.xlsx by Zhen Wang (72451)

“…After treatment, CP/CPPS patients showed decreased gray matter volume in the left middle cingulate gyrus, as well as increased gray matter volume and density in the left middle occipital gyrus. …”

Expression of lipid biosynthetic genes is decreased with polyamine depletion. by Yazmin E. Cruz-Pulido (20285238)

Conditional ablation of <i>Ybx1</i> leads to a reduction in cortical progenitor cell pool and a decrease in cortical thickness. by Jian Zhang (1682)

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

Statins resulted in smaller neuronal soma size. by Shuk C. Tsoi (21192243)

“…Areas of cell somas in the heterogeneous BrdU-/Hu+ group are significantly smaller in the statin-treated (light blue line) group compared to soma areas in controls (dark blue line, bottom panel). Statin treatment decreased cell sizes in the larger cells more than in the smaller cells as seen in the greater divergence between lines plotted for larger cell somas (bottom panel). …”

Comparative evaluation of gray matter segmentation using Multi-Layer U-Net, Vanilla U-Net, Attention U-Net, and state-of-the-art methods. The results of the proposed model are calc... by Muhammad Zubair (728141)