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 |
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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Collaborations and top research areas from the last five years
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Precise Prediction and Treatment of Seizures After Intracranial Hemorrhage
Naidech, A. M. (PD/PI), Naidech, A. M. (PD/PI), Cella, D. (Co-Investigator), Cella, D. (Co-Investigator), Luo, Y. (Co-Investigator), Luo, Y. (Co-Investigator), Schuele, S. U. (Co-Investigator), Schuele, S. U. (Co-Investigator), Tipton, E. (Co-Investigator) & Tipton, E. (Co-Investigator)
National Institute of Neurological Disorders and Stroke
9/1/23 → 8/31/28
Project: Research project
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FVIIa for Acute hemorrhagic Stroke Administered at Earliest Time (FASTEST)
Naidech, A. M. (PD/PI), Naidech, A. M. (PD/PI) & Naidech, A. M. (PD/PI)
University of Cincinnati, National Institute of Neurological Disorders and Stroke
3/1/20 → 12/31/25
Project: Research project
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Patient-reported health-related quality of life as complex patient outcomes in stroke survivors
Naidech, A. M. (PD/PI)
Agency for Healthcare Research and Quality
9/30/22 → 9/29/23
Project: Research project
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Chicago Stroke Trials Consortium
Caprio, F. Z. (PD/PI), Naidech, A. M. (PD/PI) & Caprio, F. Z. (Other)
The University of Chicago, National Institute of Neurological Disorders and Stroke
8/1/19 → 7/31/23
Project: Research project
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Hemostasis, Hematoma Expansion, and Outcomes After Intracerebral Hemorrhage
Naidech, A. M. (PD/PI), Naidech, A. M. (PD/PI), Naidech, A. M. (PD/PI), Kwaan, H. C. (Co-Investigator), Kwaan, H. C. (Co-Investigator), Kwaan, H. C. (Co-Investigator), Lindholm, P. F. (Co-Investigator), Lindholm, P. F. (Co-Investigator), Lindholm, P. F. (Co-Investigator), Luo, Y. (Co-Investigator), Luo, Y. (Co-Investigator) & Luo, Y. (Co-Investigator)
National Institute of Neurological Disorders and Stroke
4/1/19 → 3/31/25
Project: Research project
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Thromboelastography may assess the effect of anticoagulation reversal in intracranial hemorrhage
Zepeski, A., Faine, B. A., Ghannam, M., Olalde, H. M., Wendt, L., Naidech, A., Mohr, N. M. & Leira, E. C., Mar 2025, In: Journal of Stroke and Cerebrovascular Diseases. 34, 3, 108228.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
External Validation of a Tool to Identify Low-Risk Patients With Isolated Subdural Hematoma and Preserved Consciousness
Pruitt, P., Castillo, R., Rogers, A., Prabhakaran, S., Muschong, K., Scudder, M., McCarthy, D. M., Holl, J. L., Courtney, D. M., Borczuk, P. & Naidech, A., May 2024, In: Annals of Emergency Medicine. 83, 5, p. 421-431 11 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Fixed- Versus Variable-Dose Prothrombin Complex Concentrate for the Emergent Reversal of Vitamin K Antagonists: A Systematic Review and Meta-Analysis
Alwakeal, A., Maas, M. B., Naidech, A. M., Jahromi, B. S. & Potts, M. B., May 1 2024, In: Critical care medicine. 52, 5, p. 811-820 10 p.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system
Luo, Y., Mao, C., Sanchez-Pinto, L. N., Ahmad, F. S., Naidech, A., Rasmussen, L., Pacheco, J. A., Schneider, D., Mithal, L. B., Dresden, S., Holmes, K., Carson, M., Shah, S. J., Khan, S., Clare, S., Wunderink, R. G., Liu, H., Walunas, T., Cooper, L. & Yue, F. & 14 others, , Jul 2024, In: Learning Health Systems. 8, 3, e10417.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
P2Y12 inhibitor use predicts hematoma expansion in patients with intracerebral hemorrhage
Houskamp, E. J., Liu, Y., Silva Pinheiro do Nascimento, J., Jahromi, B. S., Lindholm, P. F., Kwaan, H. C. & Naidech, A. M., Jun 2024, In: Annals of clinical and translational neurology. 11, 6, p. 1535-1540 6 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Datasets
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Supplementary Material for: Refining Prognosis for Intracerebral Hemorrhage by Early Reassessment
Maas, M. B. (Creator), Francis, B. A. (Creator), Sangha, R. S. (Creator), Lizza, B. D. (Creator), Liotta, E. M. (Creator) & Naidech, A. M. (Creator), Karger Publishers, 2017
DOI: 10.6084/m9.figshare.4509284.v1, https://karger.figshare.com/articles/dataset/Supplementary_Material_for_Refining_Prognosis_for_Intracerebral_Hemorrhage_by_Early_Reassessment/4509284/1
Dataset
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Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants
Wang, H. (Creator), Li, Y. (Creator), Naidech, A. (Creator) & Luo, Y. (Creator), figshare, 2022
DOI: 10.6084/m9.figshare.c.6051531.v1, https://springernature.figshare.com/collections/Comparison_between_machine_learning_methods_for_mortality_prediction_for_sepsis_patients_with_different_social_determinants/6051531/1
Dataset
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supplement_fig - Clinical Decision-Making for Thrombolysis of Acute Minor Stroke Using Adaptive Conjoint Analysis
Liberman, A. L. (Creator), Pinto, D. (Creator), Rostanski, S. K. (Creator), Labovitz, D. L. (Creator), Naidech, A. M. (Creator) & Prabhakaran, S. (Creator), SAGE Journals, 2018
DOI: 10.25384/sage.7087598, https://sage.figshare.com/articles/supplement_fig_-_Clinical_Decision-Making_for_Thrombolysis_of_Acute_Minor_Stroke_Using_Adaptive_Conjoint_Analysis/7087598
Dataset
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Clinical Decision-Making for Thrombolysis of Acute Minor Stroke Using Adaptive Conjoint Analysis
Liberman, A. L. (Creator), Pinto, D. (Creator), Rostanski, S. K. (Creator), Labovitz, D. L. (Creator), Naidech, A. M. (Creator) & Prabhakaran, S. (Creator), figshare, 2018
DOI: 10.25384/sage.c.4232396, https://figshare.com/collections/Clinical_Decision-Making_for_Thrombolysis_of_Acute_Minor_Stroke_Using_Adaptive_Conjoint_Analysis/4232396
Dataset
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Impact of Multiple Daily Clinical Pharmacist-Enforced Assessments on Time in Target Sedation Range
Lizza, B. D. (Creator), Jagow, B. (Creator), Hensler, D. (Creator), Cooper, C. J. (Creator), Short, E. J. (Creator), Maas, M. B. (Creator), Naidech, A. M. (Creator) & Wunderink, R. G. (Creator), figshare, 2017
DOI: 10.25384/sage.c.4232345, https://figshare.com/collections/Impact_of_Multiple_Daily_Clinical_Pharmacist-Enforced_Assessments_on_Time_in__Target_Sedation_Range/4232345/1
Dataset