Data_Sheet_1_Processing Pipeline for Atlas-Based Imaging Data Analysis of Structural and Functional Mouse Brain MRI (AIDAmri).docx حسب Niklas Pallast (6796196)

"…The AIDAmri pipeline includes automated pre-processing steps, such as raw data conversion, skull-stripping and bias-field correction as well as image registration with the Allen Mouse Brain Reference Atlas (ARA). Following a modular structure developed in Python scripting language, the pipeline integrates established and newly developed algorithms. …"

Data_Sheet_2_Processing Pipeline for Atlas-Based Imaging Data Analysis of Structural and Functional Mouse Brain MRI (AIDAmri).pdf حسب Niklas Pallast (6796196)

"…The AIDAmri pipeline includes automated pre-processing steps, such as raw data conversion, skull-stripping and bias-field correction as well as image registration with the Allen Mouse Brain Reference Atlas (ARA). Following a modular structure developed in Python scripting language, the pipeline integrates established and newly developed algorithms. …"

Fractal dimension of cortical functional connectivity networks & severity of disorders of consciousness حسب Thomas F. Varley (8446899)

"…<div><p>Recent evidence suggests that the quantity and quality of conscious experience may be a function of the complexity of activity in the brain and that consciousness emerges in a critical zone between low and high-entropy states. …"

Spreadsheets containing the graph parameters, brain areas and network values. حسب Jafar Zamani (12902504)

Phase diagram for global archetype model as a function of temperature. حسب Giulio Ruffini (383994)

الموضوعات:

Studies with ML classification algorithms for distinguishing ASD and ADHD groups described in subsection 1.2. حسب Caroline L. Alves (14271413)

Reverse engineering information flow using stimulus-encoding and stimulus-transfer estimation algorithms. حسب Gabriel Matías Lorenz (21094672)

Binary Networks (Threshold = 0.4) حسب Majid Saberi (11796824)

الموضوعات:

Model parameter estimates and standard errors for pooled-ERGM analysis of brain functional connectivity networks. حسب Fan Yin (170408)

MAP estimates and posterior standard deviations, conjugate Bayesian analysis of brain functional connectivity networks. حسب Fan Yin (170408)

Model scores for the three sampling algorithms: Random Walk Metropolis (RWM), Hamiltonian Monte Carlo (HMC), and Metropolis-coupled Markov Chain Monte Carlo (MC³). حسب Jian-Qiao Zhu (13153797)

BNA Neuromarker scores as a function of LEDD. حسب Sharon Hassin-Baer (420354)

الموضوعات:

Classification accuracy as a function of random walk length. حسب Inon Zuckerman (8399517)

Similarity between the allegiance matrices of the multiplex SC-FC graph, the FC graph alone, and the SC graph alone, as a function of the topological scale for the group. حسب Arian Ashourvan (6685232)

Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. حسب Borjan Milinkovic (21349908)

Comparison of performance obtained by our approach with other state-of-the-art algorithms. حسب Sajad Mousavi (6672425)

Average classification accuracies for fft and stack methods, LSTM, Bi-LSTM, and CNN algorithms. حسب Jamila Akhter (21144252)

Data_Sheet_1_Prediction of motor function in patients with traumatic brain injury using genetic algorithms modified back propagation neural network: a data-based study.docx حسب Hui Dang (4396087)

"…</p>Conclusion<p>The genetic algorithms modified back propagation neural network can predict motor function in patients with traumatic brain injury, which can be used as a reference for risk and prognosis assessment and guide clinical decision-making.…"

Data_Sheet_1_Prediction of motor function in patients with traumatic brain injury using genetic algorithms modified back propagation neural network: A data-based study.docx حسب Hui Dang (4396087)

"…</p>Conclusion<p>The genetic algorithms modified back propagation neural network can predict motor function in patients with traumatic brain injury, which can be used as a reference for risk and prognosis assessment and guide clinical decision-making.…"

Generating the PSC kernel using a double exponential function. حسب Alireza Ghadimi (13839874)