A NOVEL ALGORITHM TO DETECT NON-WEAR TIME FROM RAW ACCELEROMETER DATA USING DEEP CONVOLUTIONAL NEURAL NETWORKS

A novel algorithm to detect non-wear time from raw accelerometer data using deep convolutional neural networks

Abstract To date, non-wear detection algorithms commonly employ a 30, 60, or even 90 mins interval or window in which acceleration click here values need to be below a threshold value.A major drawback of such intervals is that they need to be long enough to prevent false positives (type I errors), while short enough to prevent false negatives (type

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Hematopoietic Stem and Progenitor Cells Are a Distinct HIV Reservoir that Contributes to Persistent Viremia in Suppressed Patients

Summary: Long-lived reservoirs of persistent HIV are a major barrier to a cure.CD4+ hematopoietic stem and progenitor cells (HSPCs) have the capacity for lifelong survival, self-renewal, and the generation merrick backcountry wet cat food of daughter cells.Recent evidence shows that they are also susceptible to HIV infection in vitro and in vivo.Wh

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CNEr: A toolkit for exploring extreme noncoding conservation.

Conserved Noncoding Elements (CNEs) are elements exhibiting extreme noncoding conservation in Metazoan genomes.They cluster around developmental genes and act as long-range enhancers, yet nothing that we know about their function explains remtavares.com the observed conservation levels.Clusters of CNEs coincide with topologically associating domain

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