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Discrimination of Radiologists' Experience Level Using Eye-Tracking Technology and Machine Learning: Case Study.
JMIR Form Res
January 2025
Department of Psychology, The University of Texas at San Antonio, San Antonio, TX, United States.
Background: Perception-related errors comprise most diagnostic mistakes in radiology. To mitigate this problem, radiologists use personalized and high-dimensional visual search strategies, otherwise known as search patterns. Qualitative descriptions of these search patterns, which involve the physician verbalizing or annotating the order he or she analyzes the image, can be unreliable due to discrepancies in what is reported versus the actual visual patterns.
View Article and Find Full Text PDFBackground: Medication-related adverse events are common in pregnant women, and most are due to misunderstanding medication information. The identification of appropriate medication information sources requires adequate medical information literacy (MIL). It is important for pregnant women to comprehensively evaluate the risk of medication treatment, self-monitor their medication response, and actively participate in decision-making to reduce medication-related adverse events.
View Article and Find Full Text PDFAttitudes of German General Practitioners Toward eHealth Apps for Dementia Risk Reduction: Qualitative Interview Study.
JMIR Form Res
January 2025
Institute of Social Medicine, Occupational Health and Public Health, Leipzig University, Leipzig, Germany.
Background: eHealth interventions constitute a promising approach to disease prevention, particularly because of their ability to facilitate lifestyle changes. Although a rather recent development, eHealth interventions might be able to promote brain health and reduce dementia risk in older adults.
Objective: This study aimed to explore the perspective of general practitioners (GPs) on the potentials and barriers of eHealth interventions for brain health.
The Impact of International Fellowship on Research Productivity: International Fellowship on Research Productivity.
Ann Plast Surg
February 2025
From the Department of Plastic Surgery, Vanderbilt University Medical Center, Nashville, TN.
International medical graduates (IMGs) represent a significant portion of the US physician workforce, comprising 25% across all specialties with a strong presence in internal medicine and primary care. However, their representation in plastic surgery remains limited at only 10%. Matching into a US plastic surgery residency is highly competitive for both US medical graduates and IMGs.
View Article and Find Full Text PDFAdvanced Cardiac Imaging Modalities: A Brief Review for the Primary Care Physician.
S D Med
December 2024
Department of Cardiovascular Diseases, University of South Dakota Sanford School of Medicine.
Advanced cardiac imaging modalities have revolutionized the field of cardiovascular medicine, offering invaluable tools for both diagnosis and the management of a wide spectrum of cardiovascular diseases. These imaging methods, including echocardiography, cardiac computed tomography (CT), computed tomography angiography (CTA), cardiac magnetic resonance imaging (MRI), nuclear imaging, and fluoroscopy, offer various approaches to evaluate both the structure and function of the heart. This article provides an overview of imaging modalities for primary care physicians, highlighting their types, advantages, limitations and clinical uses.
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