Dataset of networks used in assessing the Troika algorithm for clique partitioning and community detection حسب Samin Aref (4683934)

"…Each network is provided in .gml format or .pkl format which can be read into a networkX graph object using standard functions from the networkX library in Python. For accessing other networks used in the study, please refer to the article for references to the primary sources of those network data.…"

Presentation of the DySCo framework. حسب Giuseppe de Alteriis (20846230)

"…<p>A: What is dynamic Functional Connectivity: i) We can start from any set of brain recordings, where each signal is referred to a brain location (e.g. fMRI, EEG, intracranial recordings in rodents, and more). ii) “Static” Functional Connectivity (FC) is a matrix where each entry is a time aggregated functional measure of interaction between two regions, for example, the Pearson Correlation Coefficient. iii) Dynamic Functional Connectivity (dFC) is a FC matrix (that can be calculated in different ways, see below) that changes with time, under the assumption that patterns of brain interactions are non-stationary. …"

Computational efficiency of the DySCo framework. حسب Giuseppe de Alteriis (20846230)

pone.0331193.t003 - حسب Carol Kotliar (22351525)

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Baseline characteristics by group. حسب Carol Kotliar (22351525)

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Clinical covariates and cognitive response phenotypes. حسب Carol Kotliar (22351525)

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Data underlying the findings. حسب Carol Kotliar (22351525)

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CONSORT flow diagram of participant recruitment and retention. حسب Carol Kotliar (22351525)

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Effect of MTT 24.5 program on cognitive abilities outcomes. حسب Carol Kotliar (22351525)

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A. Mean change from baseline on Cognitive Ability Scores. حسب Carol Kotliar (22351525)

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MTT’s structural unit defined as the combination of a new knowledge and cognitive skills for its effective learning and memorization. حسب Carol Kotliar (22351525)

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Overview of MINT. حسب Gabriel Matías Lorenz (21094672)

"…<p>A: List of main MINT functions. B: MINT provides multivariate information theoretic functions to quantify the amount of information that single neurons or neural populations carry about task-relevant variables (e.g., sensory stimuli or behavioral choices). …"

Statistical significance of the proposed method. حسب Jamila Akhter (21144252)

"…<div><p>The functional near-infrared spectroscopy-based brain-computer interface (fNIRS-BCI) systems recognize patterns in brain signals and generate control commands, thereby enabling individuals with motor disabilities to regain autonomy. …"

Gabor filters are created as sine wave filters in four different directions, namely 0, <i>π</i>/2, <i>π</i>, and 3<i>π</i>/4 degrees. حسب Reyhane Ahmadi (14857363)

Data Sheet 1_Machine learning models predict coagulopathy in traumatic brain injury patients in ER.csv حسب Haoyu Wang (429641)

"…<p>Traumatic brain injury (TBI) is a critical emergency condition, with 15–35% of patients developing coagulopathy, increasing risks of secondary brain injury and mortality. …"

Automated Analysis of Astrocyte Cell Connectivity After Laser Ablation Using Machine Learning and Path-Finding Algorithms حسب Connor Lee (22327243)

"…This framework provides scalable, reproducible insights into astrocyte behavior, advancing understanding of glial cell function in brain injury and repair.</p>…"

Table 1_Identifying pyroptosis-hub genes and immune infiltration in neonatal hypoxic-ischemic brain injury.docx حسب Chi Qin (10001651)

"…Immune infiltration analysis revealed that, compared to the control group, the HIBD group exhibited higher levels of innate immune cells (e.g., macrophages, M0 cells, and dendritic cells) and adaptive immune cells (e.g., CD8 naïve T cells, CD4 follicular helper T cells, and Th1 cells). The ssGSEA algorithm results indicated differences in 25 types of immune cells and 10 immune functions. …"

An exemplar procedure for activity flow modeling based on the direct and shortest paths at a network density of 15%. حسب Zhengdong Wang (35299)

Workflow of the multi-modal synthesis network. حسب Yun Peng (464975)

Detailed sequences of primers for PCR. حسب Jiangli Zhao (2308330)

"…<div><p>Epilepsy is a common brain disease that causes different types of seizures, with an incidence rate of nearly 1%. …"