Research

innovation in medicine

Making New Discoveries

There is always exciting research being conducted at PRISMAp labs. Find out more about our exciting research or read one of our many published articles below.

someone injecting liquid into vials in a lab

Current Projects

  • Motion Analysis of Delirium in the Intensive Care Unit (ICU)
  • Intelligent ICU of the Future
  • Integrating Data, Algorithms and Clinical Reasoning for Surgical Risk Assessment (IDEALIST)
  • Automated Algorithm Identifies and Communicates Risk of Acute Kidney Injury among Health Care Providers and Patients (AKI-EPIC)
  • Network Analysis of Urinary Molecular Signature Complements Clinical Data to Predict Postoperative Acute Kidney Injury (NavigateAKI) clinicaltrials.gov
  • Digital Rehabilitation Environment Augmenting Medical System (DREAMS) clinicaltrials.gov

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Featured Publications

Reinforcement learning in surgery

Patients and physicians make essential decisions regarding diagnostic and therapeutic interventions. These actions should be performed or deferred under time constraints and uncertainty regarding patients’ diagnoses and predicted response to treatment. This may lead to cognitive and judgment errors.

diagram showing reinforcement learning framework and challenges in development of reinforcement learning models

Our Latest Publications