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Showing 1–5 of 5 results
Advanced filters: Author: Vinyas Harish Clear advanced filters
  • Here, using a dynamic modelling approach, the authors find that the spread of dengue through Mexico and Brazil is shaped by specific interactions between human mobility, climate, and the environment. Their models can also be applied to predict future spread in these geographic areas.

    • Vinyas Harish
    • Felipe J. Colón-González
    • Oliver J. Brady
    ResearchOpen Access
    Nature Communications
    Volume: 15, P: 1-15
  • Postill et al. apply unsupervised machine learning methods to cluster longitudinal administrative health data of deceased people with IBD. Their model identifies three clusters of multimorbidity present at death among those with IBD: mood disorder and/or osteo- and other arthritis; cancer and low multimorbidity; and cardiovascular comorbidities.

    • Gemma Postill
    • Vinyas Harish
    • Eric I. Benchimol
    ResearchOpen Access
    Communications Medicine
    Volume: 5, P: 1-14
  • With emerging innovations in artificial intelligence (AI) poised to substantially impact medical practice, interest in training current and future physicians about the technology is growing. Alongside comes the question of what, precisely, should medical students be taught. While competencies for the clinical usage of AI are broadly similar to those for any other novel technology, there are qualitative differences of critical importance to concerns regarding explainability, health equity, and data security. Drawing on experiences at the University of Toronto Faculty of Medicine and MIT Critical Data’s “datathons”, the authors advocate for a dual-focused approach: combining robust data science-focused additions to baseline health research curricula and extracurricular programs to cultivate leadership in this space.

    • Liam G. McCoy
    • Sujay Nagaraj
    • Leo Anthony Celi
    Comments & OpinionOpen Access
    npj Digital Medicine
    Volume: 3, P: 1-3