Grants per year
Personal profile
Research Interests
As Assistant Professor in Research at the Department of Radiology of Northwestern University I am directing the 4D Lab. The 4D Lab is a new Radiology cardiovascular quantitative image analysis facility working on basic and advanced MRI data analysis to support research projects, multicenter studies or external collaboration partners. My personal research focus lies on the development and improvement of 4D Flow MRI sequences and image analysis methods especially for evaluating intracranial hemodynamics.
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
PhD, Computer Science, University of Freiburg
… → 2010
Research interests keywords
- Cardiovascular Diseases
- Cardiovascular Imaging
- Magnetic Resonance Imaging (MRI)
- Radiology
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Non-invasive Evaluation of Intracranial Atherosclerotic Disease Using Hemodynamic Biomarkers
Markl, M. (PD/PI), Markl, M. (PD/PI), Markl, M. (PD/PI), Schnell, S. (PD/PI), Abdalla, R. (Co-Investigator), Abdalla, R. (Co-Investigator), Ansari, S. A. (Co-Investigator), Ansari, S. A. (Co-Investigator), Ansari, S. A. (Co-Investigator), Caprio, F. Z. (Co-Investigator), Caprio, F. Z. (Co-Investigator), Caprio, F. Z. (Co-Investigator), Hurley, M. C. (Co-Investigator), Hurley, M. C. (Co-Investigator), Hurley, M. C. (Co-Investigator), Ragin, A. (Co-Investigator), Ragin, A. (Co-Investigator), Ragin, A. (Co-Investigator), Russell, E. J. (Co-Investigator), Russell, E. J. (Co-Investigator), Russell, E. J. (Co-Investigator), Urday, S. (Co-Investigator), Urday, S. (Co-Investigator) & Urday, S. (Co-Investigator)
National Heart, Lung, and Blood Institute
9/1/20 → 8/31/25
Project: Research project
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Risk Assessment of Cerebral Aneurysm Growth with 4D flow MRI
Ansari, S. A. (PD/PI), Ansari, S. A. (PD/PI), Markl, M. (Co-PD/PI), Cantrell, D. R. (Co-Investigator), Markl, M. (Co-Investigator), Markl, M. (Co-Investigator), Schnell, S. (Co-Investigator), Schnell, S. (Co-Investigator) & Schnell, S. (Co-Investigator)
Purdue University, National Heart, Lung, and Blood Institute
8/6/20 → 7/31/24
Project: Research project
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Comprehensive Assessment of Hemodynamics in Intracranial Atherosclerotic Disease
Markl, M. (PD/PI), Ansari, S. A. (Other) & Schnell, S. (Other)
7/1/18 → 4/30/19
Project: Research project
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Multi-modality 4D Flow MRI data enhancement for quantification of cerebral aneurysms hemodynamics
Schnell, S. (PD/PI) & Markl, M. (Co-Investigator)
Purdue University, National Institute of Neurological Disorders and Stroke
6/15/18 → 5/31/21
Project: Research project
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Comprehensive Cardiac and Neurovascular 4D flow MRI for Improved Embolization Therapy in VGAM patients
Schnell, S. (PD/PI) & Shaibani, A. (Co-PD/PI)
American Heart Association Midwest Affiliate
7/1/16 → 6/30/20
Project: Research project
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Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network
Winter, P., Berhane, H., Moore, J. E., Aristova, M., Reichl, T., Wollenberg, J., Richter, A., Jarvis, K. B., Patel, A., Caprio, F. Z., Abdalla, R. N., Ansari, S. A., Markl, M. & Schnell, S., 2024, In: Frontiers in Radiology. 4, 1385424.Research output: Contribution to journal › Article › peer-review
Open Access -
4D Flow cardiovascular magnetic resonance consensus statement: 2023 update
Bissell, M. M., Raimondi, F., Ait Ali, L., Allen, B. D., Barker, A. J., Bolger, A., Burris, N., Carhäll, C. J., Collins, J. D., Ebbers, T., Francois, C. J., Frydrychowicz, A., Garg, P., Geiger, J., Ha, H., Hennemuth, A., Hope, M. D., Hsiao, A., Johnson, K. & Kozerke, S. & 21 others, , Dec 2023, In: Journal of Cardiovascular Magnetic Resonance. 25, 1, 40.Research output: Contribution to journal › Review article › peer-review
Open Access57 Scopus citations -
Automatic 4D Flow MRI Segmentation Using the Standardized Difference of Means Velocity
Rothenberger, S. M., Patel, N. M., Zhang, J., Schnell, S., Craig, B. A., Ansari, S. A., Markl, M., Vlachos, P. P. & Rayz, V. L., Aug 1 2023, In: IEEE Transactions on Medical Imaging. 42, 8, p. 2360-2373 14 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Comparison of Improved Unidirectional Dual Velocity-Encoding MRI Methods
Franco, P., Ma, L., Schnell, S., Carrillo, H., Montalba, C., Markl, M., Bertoglio, C. & Uribe, S., Mar 2023, In: Journal of Magnetic Resonance Imaging. 57, 3, p. 763-773 11 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
4D flow MRI in abdominal vessels: prospective comparison of k-t accelerated free breathing acquisition to standard respiratory navigator gated acquisition
Bane, O., Stocker, D., Kennedy, P., Hectors, S. J., Bollache, E., Schnell, S., Schiano, T., Thung, S., Fischman, A., Markl, M. & Taouli, B., Dec 2022, In: Scientific reports. 12, 1, 19886.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations