Search Results - "Ellis, Randall J."

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    Specification curve analysis to identify heterogeneity in risk factors for dementia: findings from the UK Biobank by Luo, Renhao, Zeraatkar, Dena, Glymour, Maria, Ellis, Randall J, Estiri, Hossein, Patel, Chirag J

    Published in BMC medicine (29-05-2024)
    “…In 2020, the Lancet Commission identified 12 risk factors as priorities for prevention of dementia, and other studies identified APOE e4/e4 genotype and family…”
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    Journal Article
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    Predicting opioid dependence from electronic health records with machine learning by Ellis, Randall J, Wang, Zichen, Genes, Nicholas, Ma'ayan, Avi

    Published in BioData mining (29-01-2019)
    “…The opioid epidemic in the United States is averaging over 100 deaths per day due to overdose. The effectiveness of opioids as pain treatments, and the…”
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    Journal Article
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    Questionable Research Practices, Low Statistical Power, and Other Obstacles to Replicability: Why Preclinical Neuroscience Research Would Benefit from Registered Reports by Ellis, Randall J

    Published in eNeuro (01-07-2022)
    “…Replicability, the degree to which a previous scientific finding can be repeated in a distinct set of data, has been considered an integral component of…”
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    Journal Article
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    SnapShot: Neurobiology of opioid use disorder by Ellis, Randall J., Rahman, Tanni, Sherman, Jeremy, Hurd, Yasmin L.

    Published in Cell (18-03-2021)
    “…The use of opioid drugs and related overdose deaths, which rose to epidemic proportions over the past decade, have been exacerbated by the COVID pandemic, a…”
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    Journal Article
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    bbeaR: an R package and framework for epitope-specific antibody profiling by Suprun, Maria, Ellis, Randall J, Sampson, Hugh A, Suárez-Fariñas, Mayte

    Published in Bioinformatics (Oxford, England) (09-04-2021)
    “…Abstract Summary Analysis of epitope-specific antibody repertoires has provided novel insights into the pathogenesis of inflammatory disorders, especially…”
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    Journal Article
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    Data-Driven Investigations of Opioid Use Disorder: Clinical Risk Factors and Translational Targets by Ellis, Randall J

    Published 01-01-2023
    “…Opioid use disorder (OUD) claims the lives of over 189 Americans each day on average. Current medications are opioid replacement strategies fraught with many…”
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    Dissertation
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    Twelve key challenges in medical machine learning and solutions by Ellis, Randall J., Sander, Ryan M., Limon, Alfonso

    Published in Intelligence-based medicine (2022)
    “…The utility of machine learning in biomedicine is being investigated in various contexts, including for diagnostic and interpretive purposes for imaging…”
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    Journal Article
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    Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic ML by Ellis, Randall J, Airaud, Audrey, Patel, Chirag J

    Published 15-11-2024
    “…Identifying predictive features from high-dimensional datasets is a major task in biomedical research. However, it is difficult to determine the robustness of…”
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    Journal Article