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Addressing the Underrepresentation of African American Mental Health Professionals: A Call to Action.
J Patient Exp
January 2025
Equity and Inclusion for the Department of Neurology and Psychiatry and Behavioral Neurosciences, Wayne State University, Livonia, MI, USA.
The mental health workforce in the United States faces a significant challenge: a stark underrepresentation of African American practitioners. This disparity reflects broader issues of racial inequality in healthcare and has far-reaching implications for mental health care delivery, particularly within Black communities. This perspective examines the contributing factors to this underrepresentation, explores its consequences on patient care and research, and proposes strategies to increase diversity in the field.
View Article and Find Full Text PDFMalHAPGNN: An Enhanced Call Graph-Based Malware Detection Framework Using Hierarchical Attention Pooling Graph Neural Network.
Sensors (Basel)
January 2025
School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100811, China.
While deep learning techniques have been extensively employed in malware detection, there is a notable challenge in effectively embedding malware features. Current neural network methods primarily capture superficial characteristics, lacking in-depth semantic exploration of functions and failing to preserve structural information at the file level. Motivated by the aforementioned challenges, this paper introduces MalHAPGNN, a novel framework for malware detection that leverages a hierarchical attention pooling graph neural network based on enhanced call graphs.
View Article and Find Full Text PDFMOMAST Downregulates AQP3 Expression and Function in Human Colon Cells.
Antioxidants (Basel)
December 2024
Department of Biosciences, Biotechnologies, and Environment, University of Bari "Aldo Moro", 70125 Bari, Italy.
The water channel AQP3 is an aquaglyceroporin expressed in villus epithelial cells, and it plays a role in water transport across human colonic surface cells. Beyond water, AQP3 can mediate glycerol and HO transport. Abnormal expression and function of AQP3 have been found in various diseases often characterized by altered cell growth and proliferation.
View Article and Find Full Text PDFCell site analysis; testing understanding via internal consistency checks.
Sci Justice
January 2025
CCL Forensics, UK.
This paper is aimed at Cell Site Analysis Expert Witnesses. Ground Truth Data (GTD) are essential to validation exercises, but in the UK access to practitioner-generated Call Data Records (the traces considered by Cell Site Analysis experts) are restricted, reducing opportunities for practitioners to test their understanding against real-world data. This paper outlines methods by which casework material might be used to potentially detect issues within understanding of uncertainties (and therefore improve the reliability of analyses) by reviewing the properties of casework material in parallel with the casework assessment being conducted.
View Article and Find Full Text PDFInvisible Monitoring for Athlete Health and Performance: A Call for a Better Conceptualization and Practical Recommendations.
Int J Sports Physiol Perform
January 2025
Department of Sport and Physical Activity, Faculty of Arts and Sciences, Edge Hill University, Ormskirk, United Kingdom.
Background: Practices to routinely monitor athletes are rapidly changing. With the concurrent exponential rise in wearable technologies and advanced data analysis, tracking training exposures and responses is widespread and more frequent in the athlete-coach decision-making process. Within this scenario, the concept of invisible monitoring emerged, which was initially vaguely defined as testing athletes without testing them.
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