Publications
Selected peer-reviewed work in stroke prediction, cerebrovascular outcomes, clinical AI, and recovery.
Our work connects clinical questions with rigorous analysis and practical tools. The papers below represent selected contributions across risk prediction, stroke outcomes, medical AI, and recovery. Visit Google Scholar for the complete publication record.
2026
Development and External Validation of an EHR-Derived Model for 30-Day Periprocedural Ischemic Stroke
Shu L, Furie KL, Garcia Guarniz AL, de Havenon A, Khan F, … Wu M, Zheng HB, Yaghi S. Journal of the American Heart Association. PubMed · Calculator · Source code
Developed and validated across approximately 445,000 procedures, with an external-validation AUC of 0.86.
2026
Large Language Models for Accurate Medical Chart Abstraction in Stroke
Zhong Z, Porto CM, Hong D, … Shu L, Baird G, Jayaraman M, Yaghi S, Jiao Z, Wolman DN. American Journal of Neuroradiology. PubMed
Across 2,416 thrombectomy reports, the highest-performing open-source model achieved 94.8% overall extraction accuracy.
2025
Perioperative Stroke: Mechanisms, Risk Stratification, and Management
Shu L, Aziz YN, de Havenon A, Messe SR, Nguyen TN, Sur NB, … Yaghi S. Stroke. PubMed
2025
2025
Incidence Trends and Risk of Recurrent Stroke of Cervical Artery Dissections in the US
Shu L, Strelecky L, de Havenon A, Nguyen TN, Henninger N, Keser Z, … Yaghi S. Neurology. PubMed
2024
Clinical Score to Predict Epilepsy After Cerebral Venous Thrombosis (DIAS³)
Lindgren E, Shu L, Simaan N, … Zuurbier SM. JAMA Neurology. Co-equal contributors. PubMed · DIAS³ calculator
2022
Direct Oral Anticoagulants Versus Warfarin in Cerebral Venous Thrombosis (ACTION-CVT)
Yaghi S, Shu L, Bakradze E, … Furie K. Stroke. PubMed
2020
Improving Accelerometry-Based Measurement of Functional Upper-Extremity Use After Stroke
Lum PS, Shu L, Bochniewicz EM, Tran T, Chang LC, Barth J, Dromerick AW. Neurorehabilitation and Neural Repair. PubMed