Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation حسب Raveendra Pilli (21633287)

"…Moreover, the proposed algorithm demonstrated excellent prediction accuracy with a mean absolute error (MAE) of <b>3.89</b> years, <b>3.64 </b>years, and <b>4.49</b> years for GM, WM, and CSF regions, confirming that changes in WM volume are significantly associated with normal brain aging. Additionally, voxel-based morphometry (VBM) examines age-related anatomical alterations in different brain regions in GM, WM, and CSF tissue volumes.…"

Brain Region-Based Vigilance Assessment Using Electroencephalography and Eye Tracking Data Fusion حسب Abu Farha, Nadia

"…The overall results showed that vigilance is a brain region specific and the fusion of EEG+and Eye tracking data using CCA has significantly improved the classification accuracy of vigilance levels assessment.…"
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An Efficient Brain Tumor Segmentation Method Based on Adaptive Moving Self-Organizing Map and Fuzzy K-Mean Clustering حسب Surjeet Dalal (4906894)

"…<p dir="ltr">Brain tumors in Magnetic resonance image segmentation is challenging research. …"

Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States حسب Yahya, Fares

"…The results show that PDC is very sensitive to vigilance decrement and shows that the brain connectivity network is significantly reduced with increasing TOT, p < 0.05. …"
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Clinical diagnostic reference levels in neuroradiology based on clinical indication حسب Antar Aly (13272312)

The outcome of severe traumatic brain injury in children in Qatar: Six-year study حسب Azhar Khattab (19774476)

"…The Glasgow Coma Scale (GCS) was used to assess severity of TBIs. This study was based on 65 children suffering from severe traumatic brain injury, of which 12 of them died within the first month of admission in pediatric intensive care unit. …"

Neuronal diversity in the caudate nucleus: A comparative study between camel and human brains حسب Juman M. Almasaad (22504331)

Deep learning for brain electron microscopy segmentation: Advances, challenges, and future directions in connectomics and ultrastructure analysis حسب Uzair Shah (15740699)

"…Meta-analysis confirms significant advantages for foundation models in instance-based metrics (Cohen’s d =− 6 . 44 ), while only 26% of experiments validate across multiple datasets. …"

A Novel Transformer-Based Approach for Adult’s Facial Emotion Recognition حسب Uzma Nawaz (21980708)

The effect of Dopamine Agonists on patients with advanced Parkinson's disease subjected to subthalamic deep brain stimulation. (c2000) حسب Jabre, Mazen Gerges

"…Striatal dopamine concentration gets significantly reduced, and clinical symptoms, especially the motor handicap, prevail. …"
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Methylphenidate improves executive functions in patients with traumatic brain injuries: a feasibility trial via the idiographic approach حسب Samir Al-Adawi (711559)

"…<h2>Background</h2> <p>Road traffic accidents are known to be the main cause of traumatic brain injury (TBI). TBI is also a leading cause of death and disability. …"

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms حسب Arafat Rahman (8065562)

A systematic review and meta-analysis on the impact of early vs. delayed pharmacological thromboprophylaxis in patients with traumatic brain injury حسب Muhammad Hamza Shuja (19748620)

"…<h3>Background </h3><p dir="ltr">Traumatic brain injury (TBI) poses significant health challenges, often leading to complications such as venous thromboembolism (VTE) and increased mortality rates. …"

Morphological changes in amblyopic eyes in choriocapillaris and Sattler’s layer in comparison to healthy eyes, and in retinal nerve fiber layer in comparison to fellow eyes through... حسب Masri, Oussama Samer

"…Results The method of measuring reflectivity is good to excellent reliability for all regions of interest except the fourth. The mean reflectivity of the choriocapillaris and Sattler’s layer in amblyopic eyes were significantly lower than in healthy eyes (p = 0.003 and p = 0.008 respectively). …"
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Evidence and gaps in clinical outcomes of novel pharmacologic therapies for sickle cell disease: A systematic literature review highlighting insights from clinical trials and real-... حسب Mohamed Yassin (4166515)

"…The high discontinuation rate and results of the STAND trial led to a significant decrease in the use of crizanlizumab. The HOPE trial demonstrated a 51 % improvement in hemoglobin response and a reduction in hemolytic markers in patients treated with voxelotor. …"

Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection حسب Mamun Or Rashid (21976373)

A novel method for the detection and classification of multiple diseases using transfer learning-based deep learning techniques with improved performance حسب Krishnamoorthy Natarajan (22047464)

Cloud-based deep learning-assisted system for diagnosis of sports injuries حسب Xiaoe Wu (17541951)

Mass spectrometry-based proteomic profiling of extracellular vesicle proteins in diabetic and non-diabetic ischemic stroke patients: a case-control study حسب Shahnaz Qadri (2610634)

"…<p dir="ltr">Acute ischemic stroke is the most common cause of neurologic dysfunction caused by focal brain ischemia and tissue injury. Diabetes is a major risk factor of stroke, exacerbating disease management and prognosis. …"

An App for Navigating Patient Transportation and Acute Stroke Care in Northwestern Ontario Using Machine Learning: Retrospective Study حسب Ayman Hassan (14426412)