Precision Brain Tumour Diagnosis with Convolutional Recurrent Attention Networks
Abstract
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Precision Brain Tumour Diagnosis with Convolutional Recurrent Attention NetworksAbstract
Histological heterogeneity and complex imaging patterns make brain tumour diagnosis difficult. In order to make timely clinical decisions and plan personalised treatment, MRI multi-class brain tumour classification must be accurate. Expert evaluation in conventional image interpretation increases diagnostic burden and inter-observer variability. While current AI-based tumour classification methods have improved, learning discriminative spatial-contextual representations and giving clinically relevant model interpre [...] 64 246 |
Incorporating Video Feedback into a Cognitive-Behavioral Intervention for Treating Childhood Anxiety: Initial Findings after Delivering Super Skills for LifeAbstract
The present study examined the effectiveness of a transdiagnostic intervention programme, Super Skills for Life (SSL), in children with clinical anxiety. SSL, in addition to the principles of cognitive and behavioral therapy, also incorporates video feedback and cognitive preparation as essential components of the treatment. The program was implemented in a clinical population in an NHS community child mental health unit. The sample consisted of 23 Greek-speaking elementary school children diagnosed with at least o [...] 82 308 |
Mapping the Heterogeneity of Major Depressive Disorder: A Systematic Review of Multi-Omics Integration Studiesby
Abstract
Major depressive disorder (MDD) has a widespread heterogeneity as per the psychiatric nosology, and traditional symptom-based diagnosis frameworks do not offer many clues regarding tailored therapy techniques. The recent development of multi-omics and data-driven solutions has now provided evidence for pathophysiologically different subtypes of MDD, moving the field toward precision psychiatry. The systematic review aggregates multimodal studies that combing neuroimaging, genomics, transcriptomics, epigenomics, met [...] 131 404 |
Clinical Characteristics of Patients with Pituitary Adenoma: A Single-Center, Cross-Sectional Study from Surabaya, Indonesia (2016-2020)Abstract
Pituitary adenoma (PA) is a benign tumor, accounting for the majority of pituitary tumors. While extensive epidemiological data on PA exists globally, such data is limited in Indonesia. Epidemiological insights are crucial as disease patterns, including PA, can be ethnicity-dependent, and the incidence may differ across countries. This study aimed to address this gap by conducting a cross-sectional study at a primary hospital in Surabaya, Indonesia, involving PA participants diagnosed between 2016 and 2020. The col [...] 138 333 |
Moyamoya Disease in an 18-Month-Old Child with Down Syndrome: A Case Report, Surgical Management, and Literature Reviewby
Abstract
Moyamoya disease (MMD) is a chronic, progressive cerebrovascular disorder characterized by stenosis of the terminal portion of the bilateral internal carotid arteries and the formation of an abnormal collateral vascular network at the skull base. This condition was first described by Suzuki and Takaku in 1969. This case report aims to describe the surgical management and the pathological and physiological characteristics of moyamoya disease in a child, focusing on a rare case involving an infant with Down syndrome [...] 162 479 |
The Role of Adaptive Immune Response in Alzheimer’s Disease: Focus on Amyloid Beta-Reactive T Cells and Amyloid Beta-Specific Antibodiesby
Abstract
Alzheimer’s disease is one of the most prevalent neurodegenerative diseases among older people. Generally, there are two main pathologies of Alzheimer’s disease, including the accumulation of amyloid beta and the hyperphosphorylation of the microtubule-associated Tau protein in the brain. Recently, more studies have discovered that changes in the immune system can be one of the causes of amyloid-beta deposits. Amyloid-beta is a product of the breakdown of the glycoprotein amyloid precursor protein, a transmembrane [...] 157 499 |
Computational Approaches to PTSD in the Middle Eastby
Abstract
Posttraumatic stress disorder (PTSD) poses a major mental health threat in the Middle East, where people experience ongoing conflict, displacement, and trauma. This study summarizes the use of computational and data-driven approaches, including machine learning (ML), biomarker identification, network analysis, and factor analysis, to understand, diagnose, and treat PTSD in the Middle East. A detailed search of the Scopus database led to the inclusion of only relevant original/research studies that met strict inclus [...] 491 1062 |
Knowledge and Information in Epistemic DynamicsAbstract
This paper proposes a general theory of cognitive systems that inverts the conventional relationship between information and knowledge. While classical approaches define knowledge as the byproduct of processed information, we establish knowledge as a primitive concept and formulate information as a measure emerging from the process of assimilating knowledge. The epistemic measure of information provides a formal counterpart to Piaget’s assimilation-accommodation paradigm, expressed in terms of knowledge encoding co [...] 300 789 |
Neurobiological Effects of the Functional Magnetic Stimulation Chair: What Do We Know and What Do We Still Have to Discover? A Narrative Reviewby
Abstract
This narrative literature review aims to examine and hypothesize about the neurobiological effects of the Tesla Functional Magnetic Stimulation (FMS) chair through a comprehensive search of PubMed, Google Scholar, Scopus, Web of Science, and arXiv databases. A critical finding emerged: published research specifically investigating the Tesla FMS chair and its neurobiological mechanisms is extremely limited. Among the papers identified and ranked by relevance, only one study directly examined a Tesla-branded FMS chai [...] 326 920 |
Dual-Task Training and Walking Performance After Stroke: Neurological and Functional Perspectivesby
Abstract
Post-stroke ambulation demands significant cognitive regulation, particularly in complex environments that require concurrent motor and cognitive processing. Challenges in the coordination between cognitive functions and motor skills lead to reduced adaptability in walking, an increased fall risk, and limitations in moving around the community among stroke survivors. To integrate recent evidence on dual-task gait training post-stroke, with particular focus on the neurological mechanisms underlying cognitive-motor i [...] 335 1044 |
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