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A Review on Face Mask Recognition.
Sensors (Basel)
January 2025
School of Information and Communications Engineering, Xi'an Jiaotong University, Xi'an 710049, China.
This review offers a comprehensive and in-depth analysis of face mask detection and recognition technologies, emphasizing their critical role in both public health and technological advancements. Existing detection methods are systematically categorized into three primary classes: feaRture-extraction-and-classification-based approaches, object-detection-models-based methods and multi-sensor-fusion-based methods. Through a detailed comparison, their respective workflows, strengths, limitations, and applicability across different contexts are examined.
View Article and Find Full Text PDFComparative Analysis of Viral Load Quantification Using Reverse Transcription Polymerase Chain Reaction and Digital Droplet Polymerase Chain Reaction.
Int J Mol Sci
January 2025
High Complexity Center, Instituto Galzu, Campos dos Goytacazes 28110-000, RJ, Brazil.
In the year 2019, a highly virulent coronavirus named severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged, precipitating the outbreak of the illness known as coronavirus disease 2019 (COVID-19). The commonly employed reverse transcription polymerase chain reaction (RT-qPCR) methodology serves to estimate the viral load in each patient's sample by employing a standard curve. However, it is imperative to recognize that this technique exhibits limitations with respect to clinical diagnosis and therapeutic applications, since an advancement of the conventional polymerase chain reaction methods, digital polymerase chain reaction (digital PCR or DDPCR), enables the direct quantification and clonal amplification of nucleic acid strands.
View Article and Find Full Text PDFIntroducing the Index of Response to Stimulation (IRES): A Novel Metric for Assessing Vagus Nerve Stimulation Outcomes in Drug-Resistant Epilepsy.
Medicina (Kaunas)
January 2025
Department of Neurosurgery, University of Medicine and Pharmacy "Carol Davila", 030147 Bucharest, Romania.
: The Index of Response to Stimulation (IRES) is a new index that we introduce in this study to grade the effectiveness of vagus nerve stimulation in the treatment of drug-resistant epilepsy. We assessed 76 patients at 6, 12, and 18 months after VNS evaluating improvement with the IRES in four key dimensions: seizure duration decrease, seizure intensity decrease, improvement in quality of life, and seizure frequency decrease. This scale goes from 0, meaning no improvement, to 8, meaning maximal improvement, making the scale a really good measure of clinical utility.
View Article and Find Full Text PDFExploring the Role of Communication Asset Mapping (CAM) as a Strategy to Promote Hereditary Cancer Risk Assessment Information Within African American Communities.
Int J Environ Res Public Health
January 2025
Department of Behavioral Science and Health Equity, College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63103, USA.
: African Americans (AAs) carry the largest burden for almost every type of cancer in the US and are also more likely to die from cancer. Approximately 10% of cancers can be explained by a hereditary factor and detected earlier. Many AAs, however, have inequitable access to hereditary cancer risk assessment (HCRA) tools and information, further exacerbating disparities in cancer rates.
View Article and Find Full Text PDFThe impact of the COVID-19 pandemic on mental coping and emergency ability of public health emergency in COVID-19 department healthcare workers in ICU nurses of Beijing in China.
BMC Nurs
January 2025
Department of Critical Care Medicine, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Background: The COVID-19 pandemic has brought various opportunities and challenges to critical care nurses, whose emergency abilities in caring for critically ill patients are related to their safety, clinical effectiveness, and improved prognosis. Currently, there is a lack of research on the actual situation and influencing factors of ICU nurses' emergency ability during the COVID-19 pandemic. Although empirical observations from different departments can provide valuable basis for the health system to formulate preventive measures, efficient training programs and future public emergencies.
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