Yannan Yu

ScholarGPS® ID: 54344619032926

Affiliation

Stanford University, Stanford, United States

Affiliation History

Field

Medicine

Discipline

Radiology

Top Specialties

Stroke | Magnetic Resonance Imaging | Middle Cerebral Artery | Cerebral Arteries | Medical Imaging

Metrics Summary

Publication Count

Predicted Citations

637

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes (journal article) Liu, Yongkai \| Shah, Preya \| Yu, Yannan \| Horsey, Jai \| Ouyang, Jiahong \| Jiang, Bin \| Yang, Guang \| Heit, Jeremy J. \| McCullough-Hicks, Margy E. \| Hugdal, Stephen M. \| ... \| Zaharchuk, Greg American Journal of Neuroradiology, volume 45, issue 4, pages 406-411 (2024). 10.3174/ajnr.A8140 Cite \| Source
Random expert sampling for deep learning segmentation of acute ischemic stroke on non-contrast CT (journal article) Ostmeier, Sophie \| Axelrod, Brian \| Liu, Yongkai \| Yu, Yannan \| Jiang, Bin \| Yuen, Nicole \| Pulli, Benjamin \| Verhaaren, Benjamin F J \| Kaka, Hussam \| Wintermark, Max \| ... \| Heit, Jeremy J Journal of NeuroInterventional Surgery (2024). 10.1136/jnis-2023-021283 Cited by (1) \| Cite \| Source
Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model (journal article) Liu, Yongkai \| Yu, Yannan \| Ouyang, Jiahong \| Jiang, Bin \| Yang, Guang \| Ostmeier, Sophie \| Wintermark, Max \| Michel, Patrik \| Liebeskind, David S. \| Lansberg, Maarten G. \| ... \| Zaharchuk, Greg Stroke, volume 54, issue 9, pages 2316-2327 (2023). 10.1161/STROKEAHA.123.044072 Cited by (8) \| Cite \| Source
Automated detection of arterial landmarks and vascular occlusions in patients with acute stroke receiving digital subtraction angiography using deep learning (journal article) Khankari, Jui \| Yu, Yannan \| Ouyang, Jiahong \| Hussein, Ramy \| Do, Huy M \| Heit, Jeremy J \| Zaharchuk, Greg Journal of NeuroInterventional Surgery, volume 15, issue 6, pages 521-525 (2023). 10.1136/neurintsurg-2021-018638 Cited by (5) \| Cite \| Source
Predicting Hypoperfusion Lesion and Target Mismatch in Stroke from Diffusion-weighted MRI Using Deep Learning (journal article) Yu, Yannan \| Christensen, Soren \| Ouyang, Jiahong \| Scalzo, Fabien \| Liebeskind, David S. \| Lansberg, Maarten G. \| Albers, Gregory W. \| Zaharchuk, Greg Radiology, volume 307, issue 1 (2023). 10.1148/radiol.220882 Cited by (13) \| Cite \| Source
CNS Machine Learning (book chapter) In Functional Neuroradiology Tong, Elizabeth \| Grøvik, Endre \| Emblem, Kyrre Eeg \| Chen, Kevin \| Fan, Audrey \| Yu, Yannan \| Zhu, Guangming \| Zhao, Moss \| Niri, Sanaz \| Zaharchuk, Greg Springer International Publishing (2023) 10.1007/978-3-031-10909-6_58 Cite \| Source
Predicting final ischemic stroke lesions from initial diffusion-weighted images using a deep neural network (journal article) Nazari-Farsani, Sanaz \| Yu, Yannan \| Duarte Armindo, Rui \| Lansberg, Maarten \| Liebeskind, David S. \| Albers, Gregory \| Christensen, Soren \| Levin, Craig S. \| Zaharchuk, Greg NeuroImage: Clinical, volume 37 (2023). 10.1016/j.nicl.2022.103278 Cited by (10) \| Cite \| Source
Implementation of an International Vessel Wall MR Plaque Imaging Research Network: Experience with the ChAMPION Study (journal article) Yu, Yannan \| Xu, Wei-Hai \| Chatterjee, Arindam Rano \| LeMatty, Todd \| Yao, Meng \| Li, Ming-Li \| Brown, Truman \| Spampinato, Maria Vittoria \| Martin, Renee \| Chimowitz, Marc I. \| ... \| Turan, Tanya N. Clinical and Translational Neuroscience, volume 6, issue 3, pages 16- (2022). 10.3390/ctn6030016 Cite \| Source
Reproducibility of cerebrovascular reactivity measurements: A systematic review of neuroimaging techniques* (journal article) Zhao, Moss Y \| Woodward, Amanda \| Fan, Audrey P \| Chen, Kevin T \| Yu, Yannan \| Chen, David Y \| Moseley, Michael E \| Zaharchuk, Greg Journal of Cerebral Blood Flow & Metabolism, volume 42, issue 5, pages 700-717 (2022). 10.1177/0271678X211056702 Cited by (13) \| Cite \| Source
Non-invasive assessment of intracranial wall shear stress using high-resolution magnetic resonance imaging in combination with computational fluid dynamics technique (journal article) Chen, Yuwen \| Liu, Jia \| Li, Mingli \| Yu, Yannan \| Yan, Zhengzheng \| Shiu, Wenshin \| Wu, Bokai \| Cheng, Zaiheng \| Meng, Yao \| Liu, Yang \| ... \| Xu, Weihai Fundamental Research, volume 2, issue 2, pages 329-334 (2022). 10.1016/j.fmre.2021.09.019 Cited by (6) \| Cite \| Source
The bright vessel sign on arterial spin labeling MRI for heralding and localizing large vessel occlusions (journal article) McCullough‐Hicks, Margy E. \| Yu, Yannan \| Mlynash, Michael \| Albers, Gregory W. \| Zaharchuk, Greg Journal of Neuroimaging, volume 31, issue 5, pages 925-930 (2021). 10.1111/jon.12888 Cited by (2) \| Cite \| Source
Early NT-ProBNP (N-Terminal Probrain Natriuretic Peptide) Elevation Predicts Malignant Edema and Death After Reperfusion Therapy in Acute Ischemic Stroke Patients (journal article) Zhang, Xuting \| Yan, Shenqiang \| Zhong, Wansi \| Yu, Yannan \| Lou, Min Stroke, volume 52, issue 2, pages 537-542 (2021). 10.1161/STROKEAHA.120.029593 Cited by (14) \| Cite \| Source
Improving Ischemic Stroke Care With MRI and Deep Learning Artificial Intelligence (journal article) Yu, Yannan \| Heit, Jeremy J. \| Zaharchuk, Greg Topics in Magnetic Resonance Imaging, volume 30, issue 4, pages 187-195 (2021). 10.1097/RMR.0000000000000290 Cited by (13) \| Cite \| Source
Absent Contrast Filling of Ipsilateral Superficial Middle Cerebral Vein Predicts Midline Shift in Acute Middle Cerebral Artery Occlusion (journal article) Zhang, Sheng \| Lin, Longting \| Zhang, Ruiting \| Wang, Meiping \| Yu, Yannan \| Shi, Zongjie \| Parsons, Mark \| Geng, Yu Frontiers in Neurology, volume 11 (2020). 10.3389/fneur.2020.570844 Cited by (6) \| Cite \| Source
Absent filling of the superficial middle cerebral vein is associated with reperfusion but not parenchymal hematoma in stroke patients undergoing thrombectomy: an observational study (journal article) Zhang, Sheng \| Zhang, Ruiting \| Jin, Bo \| Shi, Zongjie \| Li, Chenguang \| Yu, Yannan \| Wang, Zhen Annals of Translational Medicine, volume 8, issue 21, pages 1410-1410 (2020). 10.21037/atm-20-1154 Cited by (7) \| Cite \| Source
Use of Deep Learning to Predict Final Ischemic Stroke Lesions From Initial Magnetic Resonance Imaging (journal article) Yu, Yannan \| Xie, Yuan \| Thamm, Thoralf \| Gong, Enhao \| Ouyang, Jiahong \| Huang, Charles \| Christensen, Soren \| Marks, Michael P. \| Lansberg, Maarten G. \| Albers, Gregory W. \| Zaharchuk, Greg JAMA Network Open, volume 3, issue 3, pages e200772- (2020). 10.1001/jamanetworkopen.2020.0772 Cited by (104) \| Cite \| Source
Deep Learning Detection of Penumbral Tissue on Arterial Spin Labeling in Stroke (journal article) Wang, Kai \| Shou, Qinyang \| Ma, Samantha J. \| Liebeskind, David \| Qiao, Xin J. \| Saver, Jeffrey \| Salamon, Noriko \| Kim, Hosung \| Yu, Yannan \| Xie, Yuan \| ... \| Wang, Danny J.J. Stroke, volume 51, issue 2, pages 489-497 (2020). 10.1161/STROKEAHA.119.027457 Cited by (38) \| Cite \| Source
Early NT-proBNP Elevation Predicts Malignant Edema and Death after Reperfusion Therapy in Acute Ischemic Stroke Patients (journal article) Zhang, Xuting \| Yan, Shenqiang \| Yu, Yannan \| Zhong, Wansi \| Lou, Min SSRN Electronic Journal (2020). 10.2139/ssrn.3544804 Cite \| Source
Middle Cerebral Artery Plaque Hyperintensity on T2-Weighted Vessel Wall Imaging Is Associated with Ischemic Stroke (journal article) Yu, Y.-N. \| Liu, M.-W. \| Villablanca, J.P. \| Li, M.-L. \| Xu, Y.-Y. \| Gao, S. \| Feng, F. \| Liebeskind, D.S. \| Scalzo, F. \| Xu, W.-H. American Journal of Neuroradiology (2019). 10.3174/ajnr.A6260 Cited by (7) \| Cite \| Source
Quantitative score of the vessel morphology in middle cerebral artery atherosclerosis (journal article) Meng, Yao \| Li, Mingli \| Yu, Yannan \| Xu, Yuyuan \| Gao, Shan \| Feng, Feng \| Xu, Wei-Hai Journal of the Neurological Sciences, volume 399 (2019). 10.1016/j.jns.2019.02.025 Cited by (7) \| Cite \| Source