This systematic approach to the immediate assessment and treatment of the critically ill or injured patient is applicable in all clinical emergencies. The aim of the ABCDE approach is to facilitate immediate life-saving treatment and thus buy time for definite diagnosis and treatment by breaking down complex clinical situations into manageable parts. Application of the ABCDE approach may improve treatment quality.
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Current approaches for classifying biosensor data in diagnostics rely on fixed decision thresholds based on receiver operating characteristic (ROC) curves, which can be limited in accuracy for complex and variable signals. To address these limitations, we developed a framework that facilitates the application of machine learning (ML) to diagnostic data for the binary classification of clinical samples, when using real-time electrochemical measurements. The framework was applied to a real-time multimeric aptamer assay (RT-MAp) that captures single-frequency (12.
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Hormones (Athens)
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View Article and Find Full Text PDFEmerging Deep Brain Stimulation Targets in the Cerebellum for Tremor.
Cerebellum
January 2025
Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
Deep brain stimulation (DBS) for essential tremor is remarkably effective, leading to over 80% reduction in standardized tremor ratings. However, for certain types of tremor, such as those accompanied by ataxia or dystonia, conventional DBS targets have shown poor efficacy. Various rationales for using cerebellar DBS stimulation to treat tremor have been advanced, but the varied approaches leave many questions unanswered: which anatomic target, stimulation settings, and indications seem most promising for this emerging approach.
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Unità Operativa di Ortopedia e Traumatologia, APSS Trento, Largo Medaglie d'oro, 9, 38121, Trento, Italy.
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A Qualitative Analysis of Unintentional Injuries in Autism Spectrum Disorder.
J Autism Dev Disord
January 2025
Department of Psychology, University of Alabama at Birmingham, AL, Birmingham, USA.
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