Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus

Research activity per year

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Personal profile

Research Interests

I am committed to using data to improve patient care and patient outcomes, particularly using machine learning and electronic health records. I am board-certified in clinical informatics, neurology, vascular neurology, and neurocritical care), and hold a MSPH in biostatistics. Our model for clinical discovery combines in-person patient ascertainment and adjudicated data, queries of the electronic health record, and analysis of large data sets. These data are subjected to the continuum of analysis from statistics ("white box") to machine learning/data science ("black box") algorithms to derive insights and advance patient care. Manuscripts from my team are frequently cited in guidelines, and several have changed the standard of care and widespread patient practice (e.g., prophylactic seizure medications). I co-authored the guidelines for the management of aneurysmal subarachnoid hemorrhage (American Heart Assn) and neurologic monitoring (Neurocritical Care Society). I serve as the Faculty Director for the Master of Science in Health Analytics program at NU's School of Professional Studies and I serve as Program Director for the Neurocritical Care fellowship.

Biostatistics, machine learning, data science, natural language processing, neurocritical care, stroke, neurology

Neurocritical care, critical care, stroke, clinical informatics

Certifications and Licenses

Clinical Informatics
Vascular Neurology

Training Experience

2002Residency, Tulane Univ. Hospital & Clinics
2004Fellowship, Columbia Presbyterian Hospital in NYC

Education/Academic qualification

MSPH, Public Health, Tulane University

… → 2001

MD, Medicine, Temple University

… → 1997

Research interests keywords

  • Biostatistics
  • Brain Aneurysm
  • Critical Care
  • Critical Care Outcomes
  • Ethics of Research with Human Subjects
  • Information Systems
  • Neurology
  • Stroke


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