基本信息
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Bio
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.
Research Interests
Papers共 288 篇Author StatisticsCo-AuthorSimilar Experts
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Journal of stroke and cerebrovascular diseases the official journal of National Stroke Associationno. 3 (2025): 108228-108228
Ethan J. Houskamp, Yuzhe Liu, Juliana Silva Pinheiro do Nascimento,Babak S. Jahromi,Paul F. Lindholm,Hau C. Kwaan,Andrew M. Naidech
Yuan Luo,Chengsheng Mao, Lazaro N. Sanchez-Pinto,Faraz S. Ahmad,Andrew Naidech,Luke Rasmussen,Jennifer A. Pacheco,Daniel Schneider,Leena B. Mithal,Scott Dresden,Kristi Holmes,Matthew Carson,Sanjiv J. Shah,Seema Khan,Susan Clare,Richard G. Wunderink,Huiping Liu,Theresa Walunas,Lee Cooper,Feng Yue,Firas Wehbe,Deyu Fang,David M. Liebovitz,Michael Markl,Kelly N. Michelson,Susanna A. McColley,Marianne Green,Justin Starren,Ronald T. Ackermann,Richard T. D'Aquila,James Adams,Donald Lloyd-Jones,Rex L. Chisholm,Abel Kho
Yunan Wu,Michael Iorga, Suvarna Badhe, James Zhang,Donald R Cantrell, Elaine J Tanhehco, Nicholas Szrama,Andrew M Naidech,Michael Drakopoulos, Shamis T Hasan, Kunal M Patel,Tarek A Hijaz, Eric J Russell,Shamal Lalvani,Amit Adate,Todd B Parrish,Aggelos K Katsaggelos,Virginia B Hill
Radiology Artificial intelligenceno. 6 (2024): e230296-e230296
Critical care medicineno. 5 (2024): 811-820
Julianne Murphy, Juliana Silva Pinheiro do Nascimento, Ethan J. Houskamp,Hanyin Wang,Meghan Hutch, Yuzhe Liu,Roland Faigle,Andrew M. Naidech
Neurocritical careno. 1 (2024): 39-47
Peter Pruitt, Richmond Castillo, Andrew Rogers,Shyam Prabhakaran,Kayla Muschong, Michael Scudder,Danielle M. McCarthy,Jane L. Holl,Mark Courtney,Pierre Borczuk,Andrew Naidech
CIN Computers Informatics Nursingno. 9 (2023): 725-729
BMJ NEUROLOGY OPENno. 2 (2023)
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Author Statistics
#Papers: 293
#Citation: 10079
H-Index: 39
G-Index: 98
Sociability: 7
Diversity: 3
Activity: 17
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