Open Access Short Communication
Professionalization of Medical Students as Mental Health Promoters
Abstract
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Open Access Short Communication Professionalization of Medical Students as Mental Health Promotersby
Abstract
In present-day Cuba, there are psychosocial risks (such as stress, psychoactive substance use, an inverted hierarchy of needs, and emigration) that can contribute to mental disorders. Therefore, medical students in Cuba need professional training to serve as online mental health promoters. To achieve this, these students must be trained using the “significant semantic core” method. This initiative aligns with several objectives of the 2030 Agenda for Sustainable Development, which advocates for reducing the morbidi [...] 44 144 |
Sex Differences in Machine Learning Models for Multimodal Biomarker-Based Diagnosis and Prognosis of Alzheimer’s DiseaseAbstract
Alzheimer’s disease (AD) impacts the brain in multiple ways and has varied clinical features and progression. Sex differences exist in the epidemiology and fundamental biology of AD. Machine learning (ML) tools can integrate and analyze multiple biomarkers, improving AD diagnosis and prognosis. However, machine learning tools underuse and under-explore predictive modeling of sex differences. This translational narrative review synthesises the existing literature on studies that explore sex differences in Machine Le [...] 100 398 |
Effectiveness of Preoperative Orientation on the Incidence of Delirium in Patients Undergoing Coronary Artery Bypass Graft Surgery: Scoping ReviewAbstract
Postoperative delirium (POD) constitutes a frequent but severe complication that develops after patients undergo coronary artery bypass graft (CABG) operations. The condition results in extended stays in intensive care units, together with functional deterioration, higher medical expenses, and increased death rates. This review analyzes preoperative orientation programs based on implementation evidence demonstrating their effectiveness in reducing postoperative delirium rates among adult CABG patients. The research [...] 335 946 |
Modern Vision Transformer Models for Accurate and Explainable Brain Tumor MRI Classificationby
Abstract
Accurate brain tumor classification from magnetic resonance imaging (MRI) remains difficult because glioma, meningioma, and pituitary tumors may exhibit overlapping enhancement, morphology, and slice-dependent appearance. This study presents a controlled comparison of Vision Transformer, Data-efficient Image Transformer (DeiT), Swin Transformer, BEiT, and EVA-02 under a common image-level protocol. The public Epic and CSCR Hospital Dataset record describes 12,064 preprocessed T1-weighted contrast-enhanced MRI image [...] 484 1680 |
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 [...] 724 1616 |
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 [...] 530 1364 |
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 [...] 822 1952 |
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 [...] 765 1495 |
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 [...] 581 1409 |
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 [...] 605 1537 |
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