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EEG-derived brainwave patterns for depression diagnosis via hybrid machine learning and deep learning frameworks.
Appl Neuropsychol Adult
January 2025
Faculty Xavier Institute of Engineering, Mahim, India.
In the fields of engineering, science, technology, and medicine, artificial intelligence (AI) has made significant advancements. In particular, the application of AI techniques in medicine, such as machine learning (ML) and deep learning (DL), is rapidly growing and offers great potential for aiding physicians in the early diagnosis of illnesses. Depression, one of the most prevalent and debilitating mental illnesses, is projected to become the leading cause of disability worldwide by 2040.
View Article and Find Full Text PDFIMPACT OF COVID-19 PANDEMIC ON THE SURGICAL TREATMENT OF GASTRIC CANCER: A 3-YEAR ANALYSIS.
Arq Bras Cir Dig
January 2025
Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Department of Gastroenterology - São Paulo (SP), Brazil.
Background: The COVID-19 pandemic has overloaded healthcare systems worldwide. Other diseases, such as neoplasms, including gastric cancer, remained prevalent and had their treatment compromised.
Aims: The aim of this study was to evaluate the impact of the COVID-19 pandemic on the treatment of gastric cancer and adherence to the recommended preoperative COVID-19 screening protocol.
[Advances and challenges in the transsexualizing process in the Brazilian Unified Health System].
Cien Saude Colet
January 2025
Colegiado de Medicina, Universidade Federal do Vale do São Francisco. Av. da Amizade s/n, Bairro Sal Torrado. 48605-780 Paulo Afonso BA Brasil.
The implementation of the Transsexualizing Process (TP) / Gender-affirming Surgeries (GAS) in the Unified Health System (SUS) was the result of social struggles by the LGBT community for sexual rights, the construction of gender identity, and bodily autonomy. The scope of this article is to analyze the advances and challenges of TP/GAS in the SUS, through a qualitative narrative literature review. In June 2022, searches were conducted in the Google Scholar, SciELO, and VHL databases to select scientific articles in Portuguese published in the last 10 years, excluding articles in foreign languages and other types of academic work such as reviews, undergraduate theses, dissertations, and/or graduate theses.
View Article and Find Full Text PDFThe aim of the Research to Practice column is to enhance the research critique abilities of both advanced practice registered nurses and emergency nurses, while also aiding in the translation of research findings into clinical practice. Each column focuses on a specific topic and research study. In this article, we used a scenario of chronic pain exacerbation to explore the study by Eucker et al.
View Article and Find Full Text PDFImproved Risk Adjustment for Comorbid Diagnoses in Administrative Claims Analyses of Orthopaedic Surgery.
J Bone Joint Surg Am
January 2025
Department of Orthopaedic Surgery, Stanford University, Redwood City, California.
Background: The accurate inclusion of patient comorbidities ensures appropriate risk adjustment in clinical or health services research and payment models. Orthopaedic studies often use only the comorbidities included at the index inpatient admission when quantifying patient risk. The goal of this study was to assess improvements in capture rates and in model fit and discriminatory power when using additional data and best practices for comorbidity capture.
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