Projects per year
Personal profile
Research interests
Dr. Ramin Zand's research interests are in stroke imaging and clinical biomarkers, outcome prediction using EHR data and advanced statistics, including machine learning, stroke system of care, and polygenic and monogenic causes of stroke.
Clinical interests
Dr. Ramin Zand's clinical interests include stroke, stroke in young population and rare causes of stroke.
Professional information
Board-certified in Neurology, Vascular Neurology, and Neuroimaging from American Board of Psychiatry and Neurology and United Council for Neurologic Subspecialties - 2012, 2013, 2015
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
Vascular Neurology, Fellowship, National Institutes of Health
… → 2012
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Projects
- 1 Active
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Machine Learning Prediction of 1-Year Mortality and Recurrence after Ischemic Stroke Using Enriched EHR data
Abedi, V. (PI) & Zand, R. (CoPI)
National Institute of Neurological Disorders and Stroke
8/11/23 → 7/31/24
Project: Research project
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Automated detection of early signs of irreversible ischemic change on CTA source images in patients with large vessel occlusion
Mak, A., Matouk, C. C., Avery, E. W., Behland, J., Haider, S. P., Frey, D., Madai, V. I., Vajkoczy, P., Griessenauer, C. J., Zand, R., Hendrix, P., Abedi, V., Sanelli, P. C., Falcone, G. J., Petersen, N., Sansing, L. H., Sheth, K. N., Payabvash, S. & Malhotra, A., Jun 2024, In: PloS one. 19, 6 June, e0304962.Research output: Contribution to journal › Article › peer-review
Open Access -
Burden of Ischemic and Hemorrhagic Stroke Across the US From 1990 to 2019
Renedo, D., Acosta, J. N., Leasure, A. C., Sharma, R., Krumholz, H. M., De Havenon, A., Alahdab, F., Aravkin, A. Y., Aryan, Z., Bärnighausen, T. W., Basu, S., Burkart, K., Coberly, K., Criqui, M. H., Dai, X., Desai, R., Dharmaratne, S. D., Doshi, R., Elgendy, I. Y. & Feigin, V. L. & 32 others, , Apr 8 2024, In: JAMA neurology. 81, 4, p. 394-404 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Development and internal validation of machine learning-based models and external validation of existing risk scores for outcome prediction in patients with ischaemic stroke
Axford, D., Sohel, F., Abedi, V., Zhu, Y., Zand, R., Barkoudah, E., Krupica, T., Iheasirim, K., Sharma, U. M., Dugani, S. B., Takahashi, P. Y., Bhagra, S., Murad, M. H., Saposnik, G. & Yousufuddin, M., Mar 1 2024, In: European Heart Journal - Digital Health. 5, 2, p. 109-122 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Genetically proxied HTRA1 protease activity and circulating levels independently predict risk of ischemic stroke and coronary artery disease
Malik, R., Beaufort, N., Li, J., Tanaka, K., Georgakis, M. K., He, Y., Koido, M., Terao, C., Japan, B. B., Anderson, C. D., Kamatani, Y., Zand, R. & Dichgans, M., Jun 2024, In: Nature Cardiovascular Research. 3, 6, p. 701-713 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Global, regional, and national burden of disorders affecting the nervous system, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
GBD 2021 Nervous System Disorders Collaborators, Apr 2024, In: The Lancet Neurology. 23, 4, p. 344-381 38 p.Research output: Contribution to journal › Article › peer-review
Open Access28 Scopus citations