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Showing 1–2 of 2 results
Advanced filters: Author: Aditya D. Mahadevan Clear advanced filters

  • Growth-coupled designs for chemical production are limited by native metabolic networks’ optimality for growth. Here, the authors introduce pathway orthogonality as a measure of the independence of biomass and chemical production pathways, identify metabolic valves that allow substrate utilization to be switched between the two, and demonstrate advantages of orthogonal designs.

    • Aditya Vikram Pandit
    • Shyam Srinivasan
    • Radhakrishnan Mahadevan
    ResearchOpen Access
    Nature Communications
    Volume: 8, P: 1-11

  • Preeclampsia poses significant risks in pregnancy, and accurately predicting delivery timing is crucial for optimal care. Here, the authors show that deep-learning models, using limited electronic health record features, can effectively predict the time from preeclampsia diagnosis to delivery, potentially offering a tool for better resource allocation.

    • Xiaotong Yang
    • Hailey K. Ballard
    • Lana X. Garmire
    ResearchOpen Access
    Nature Communications
    Volume: 16, P: 1-13