AN EFFICIENT AND ACCURATE DISTRIBUTED LEARNING ALGORITHM FOR MODELING MULTI-SITE ZERO-INFLATED COUNT OUTCOMES

An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes

Abstract Clinical research networks (CRNs), made up of multiple healthcare systems each with patient data from several care sites, are beneficial for studying rare outcomes and increasing generalizability of results.While CRNs encourage sharing aggregate data across healthcare systems, individual systems within CRNs often cannot share patient-level

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SMYD3 promotes endometrial cancer through epigenetic regulation of LIG4/XRCC4/XLF complex in non-homologous end joining repair

Abstract Endometrial keypad wire cancer (EC) stands as one of the most prevalent malignancies affecting the female genital tract, witnessing a rapid surge in incidence globally.Despite the well-established association of histone methyltransferase SMYD3 with the development and progression of various cancers, its specific oncogenic role in endometri

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Genome Partitioner: A web tool for multi-level partitioning of large-scale DNA constructs for synthetic biology applications.

Recent advances in lower-cost DNA synthesis techniques have enabled new innovations in the field of synthetic biology.Still, efficient design and higher-order assembly of genome-scale DNA constructs remains a labor-intensive process.Given the complexity, computer assisted design tools that fragment large DNA sequences into fabricable DNA blocks are

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Hydromorphology of the Unconfined Groundwater in the South of Klaten District (Data Before Earthquake Mei 27th 2006)

There are some characteristics and distributions of SHARP SJ-SF197E00X-EN Integrated Tall Freezer unconfined groundwater variation in the research area.Those are related to a system of water supply and consumptive use for drinking water.Variation of the groundwater characteristic depends on variation of morphology.Therefore, it is needed to delinea

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