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Showing 1–3 of 3 results
Advanced filters: Author: Davin Hill Clear advanced filters

  • Nephritis is observed in around 30% of children with Henoch–Schönlein purpura (HSP). The treatment of these patients is complicated by similarity to IgA nephropathy. Here, the authors discuss advances in understanding of the pathophysiology, diagnosis and treatment of paediatric HSP nephritis. They suggest that current treatment guidelines based evidence obtained in adults with IgA nephropathy might be inappropriate for children with HSP nephritis.

    • Jean-Claude Davin
    • Rosanna Coppo
    Reviews
    Nature Reviews Nephrology
    Volume: 10, P: 563-573

  • A deep convolutional neural network calculates liability scores for chronic obstructive pulmonary disease (COPD) from raw spirogram traces and noisy medical-record-based labels in the UK Biobank. Genome-wide analyses using these scores replicate known loci for lung function and identify 67 new disease loci.

    • Justin Cosentino
    • Babak Behsaz
    • Farhad Hormozdiari
    Research
    Nature Genetics
    Volume: 55, P: 787-795

  • Representation Learning for Genetic Discovery on Low-Dimensional Embeddings (REGLE) uses machine learning to generate low-dimensional representations of healthcare data. Applied to lung spirograms and blood volume photoplethysmograms, REGLE factors capture additional information beyond expert-defined features, suggesting the utility of this approach.

    • Taedong Yun
    • Justin Cosentino
    • Farhad Hormozdiari
    ResearchOpen Access
    Nature Genetics
    Volume: 56, P: 1604-1613