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Classification models have proven useful for predicting clinical interventions and patient outcomes. One of the key issues that affect the predictive ability of supervised learning frameworks in the healthcare scenario is imbalance in data sets. In addition, non-uniform data collection processes in clinical scenarios lead to poor quality data sets. We designed a novel approach to predict Intensive...
β-Cell replacement offers a potential cure for type 1 diabetes mellitus in children. We have previously shown that stomach mesenchyme (SM) is competent to derive islet tissue by mesenchymal-to-epithelial transition (iMET). The aim of this study was to further characterize the developmental fate of this SM in the presence of pancreatic epithelia (PE) in SM/PE recombinants. The homeobox ISL-1 was examined...
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