pone.0247203.g002.tif (1.81 MB)
Fig 2 -
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posted on 2021-02-19, 18:28 authored by Ravi B. Parikh, Kristin A. Linn, Jiali Yan, Matthew L. Maciejewski, Ann-Marie Rosland, Kevin G. Volpp, Peter W. Groeneveld, Amol S. Navathe(A) t-SNE plot in validation set. (B) Distribution of variables contributing to each cluster. (C) Two-year inpatient hospitalization rate across clusters. (D) Two-year mortality across clusters.
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High-risk individualssedative usepsychobehavioral dataCare Assessment Needsstudy populationmetastatic cancer subgroupshealth record data Backgroundblood loss anemia subgroupspolysubstance useTwo-year mortalityamphetamine predominance subgroupsoutcome patternsfuture hospitalizationroutinely-used VA modelpatient-level datahealth datahome-based careCAN score30 subgroupspopulation health management strategiesMLData Warehouseinpatient dayspsychobehavioral factorsConclusions High-risk Veteranssociodemographic factorsemergency room visits
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