Grants per year
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 | |
Neurology | |
Vascular Neurology |
Training Experience
2002 | Residency, Tulane Univ. Hospital & Clinics |
2004 | Fellowship, Columbia Presbyterian Hospital in NYC |
Education/Academic qualification
MSPH, Tulane University
… → 2001
MD, Temple University
… → 1997
Research interests
- Biostatistics
- Brain Aneurysm
- Critical Care
- Critical Care Outcomes
- Ethics of Research with Human Subjects
- Information Systems
- Neurology
- Stroke
Fingerprint
- 22 Similar Profiles
Network
Grants
-
FVIIa for Acute hemorrhagic Stroke Administered at Earliest Time (FASTEST) Trial
University of Cincinnati, National Institute of Neurological Disorders and Stroke
3/1/20 → 12/31/24
Project: Research project
-
Hemostasis, Hematoma Expansion, and Outcomes After Intracerebral Hemorrhage
National Institute of Neurological Disorders and Stroke
4/1/19 → 3/31/24
Project: Research project
-
Subproject for Institution # SP0055962
University of Chicago, National Institute of Neurological Disorders and Stroke
8/1/19 → 7/31/20
Project: Research project
-
Chicago Stroke Trials Consortium
University of Chicago, National Institute of Neurological Disorders and Stroke
8/1/19 → 7/31/20
Project: Research project
Research Output
-
Differential Effects of Time to Initiation of Therapy on Disability and Quality of Life in Patients With Mild and Moderate to Severe Ischemic Stroke
Askew, R. L., Capo-Lugo, C. E., Naidech, A. & Prabhakaran, S., Sep 2020, In: Archives of physical medicine and rehabilitation. 101, 9, p. 1515-1522.e1Research output: Contribution to journal › Article › peer-review
-
Early Stroke Recognition and Time-based Emergency Care Performance Metrics for Intracerebral Hemorrhage
Colton, K., Richards, C. T., Pruitt, P. B., Mendelson, S. J., Holl, J. L., Naidech, A. M., Prabhakaran, S. & Maas, M. B., Feb 2020, In: Journal of Stroke and Cerebrovascular Diseases. 29, 2, 104552.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Elevated Cerebrospinal Fluid Protein Is Associated with Unfavorable Functional Outcome in Spontaneous Subarachnoid Hemorrhage
Nadkarni, N. A., Maas, M. B., Batra, A., Kim, M., Manno, E. M., Sorond, F. A., Prabhakaran, S., Naidech, A. M. & Liotta, E. M., Apr 2020, In: Journal of Stroke and Cerebrovascular Diseases. 29, 4, 104605.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Factors Disrupting Melatonin Secretion Rhythms during Critical Illness
Maas, M. B., Lizza, B. D., Abbott, S. M., Liotta, E. M., Gendy, M., Eed, J., Naidech, A. M., Reid, K. J. & Zee, P. C., 2020, (Accepted/In press) In: Critical care medicine. p. 854-861 8 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Global Survey of Outcomes of Neurocritical Care Patients: Analysis of the PRINCE Study Part 2
PRINCE Study Investigators, Feb 1 2020, In: Neurocritical Care. 32, 1, p. 88-103 16 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations